Retrieval Results Visualization

🔍 Cross-Modal Retrieval Evaluation

This page evaluates cross-modal retrieval performance across different lighting modalities. For each query sample in one modality (e.g., RGB image), the system retrieves the most similar samples from a target modality (e.g., environment map) based on learned embeddings. The visualization shows both top-k best matches and worst matches for qualitative analysis.

Component Description Visual Indicator
Modalities Row Display of all available lighting modalities for each sample (RGB, environment map, text, etc.) Blue border | Shows content for each modality
SH Visualizations Spherical Harmonics representations: predicted SH, ground truth SH Green sections | Shown when envmap_dir provided
Query Modality The source modality used to search (e.g., RGB, text, environment map) Red border | Label shows modality type
Top-K Matches Most similar retrieved samples ranked by cosine similarity score Rank 1 Rank 2 Rank 3+
Worst Matches Least similar retrieved samples for failure case analysis Worst Rank | Shown when enabled
Similarity Score Cosine similarity between query and retrieved embeddings (higher = more similar) Displayed below each retrieved item (range: -1 to 1)
📊 Summary Statistics

🎯 Overall Accuracy

Accuracy@1: 0.249 ± 0.188
Accuracy@5: 0.490 ± 0.247
Accuracy@10: 0.606 ± 0.234
Accuracy@20: 0.724 ± 0.191

📈 Ranking Metrics

Mean Reciprocal Rank: 0.367 ± 0.204
Average Mean Rank: 21.2 ± 13.6
Average Median Rank: 9.8 ± 9.0

📊 All Pairs Performance mean_rank

light_description_summary → envmap_diffusionlightturbo: 41.396
light_description_summary → irradiance_prism: 40.784
envmap_diffusionlightturbo → light_description_summary: 39.990
irradiance_prism → light_description_summary: 38.177
light_description_summary → envmap: 35.501
light_description_summary → rgb: 35.381
rgb → light_description_summary: 32.968
envmap → light_description_summary: 32.887
envmap_diffusionlightturbo → irradiance_prism: 17.128
irradiance_prism → envmap_diffusionlightturbo: 17.098
envmap_diffusionlightturbo → envmap: 14.013
envmap → envmap_diffusionlightturbo: 13.650
rgb → envmap_diffusionlightturbo: 12.144
envmap_diffusionlightturbo → rgb: 11.697
irradiance_prism → envmap: 10.370
envmap → irradiance_prism: 10.051
rgb → irradiance_prism: 5.914
irradiance_prism → rgb: 5.818
rgb → envmap: 4.226
envmap → rgb: 3.993

📋 Dataset Information

Total Samples: 603
Modalities: 5
Modality Types: rgb_embeds, envmap_embeds, envmap_diffusionlightturbo_embeds, irradiance_prism_embeds, light_description_summary_embeds
Samples Visualized: 10 (One per scene)
Sample 0: Scene [artist_workshop] Image [007] (Index: 0)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
indoor, Natural light from the left, soft and diffused, fluorescent strip light above the window, bright and neutral, warm inviting tone, gentle yellowish hue.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
artist_workshop_007
#2
Rank 2
Sim: 0.986
0706_39_005
#3
Rank 3
Sim: 0.982
AG8A3879-55d6896ffe_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.483
9C4A0307-ca23f47d11_003
#602
Rank 602
Sim: -0.533
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.542
9C4A2764-a6b3b13445_004
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
artist_workshop_007
#2
Rank 2
Sim: 0.990
0731_22_006
#3
Rank 3
Sim: 0.990
christmas_photo_studio_07_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.505
dmb_0000000693_002
#602
Rank 602
Sim: -0.590
9C4A2764-a6b3b13445_007
#603
Rank 603
Sim: -0.620
9C4A1858-1bcea2070c_004
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
artist_workshop_007
#2
Rank 2
Sim: 0.987
0731_22_006
#3
Rank 3
Sim: 0.985
0705_6_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.492
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.527
9C4A3279-40c54fd0d6_000
#603
Rank 603
Sim: -0.527
dikhololo_night_007
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from a large window with white curtains, bright and soft illumination, warm yellow glow from ceiling light fixture, neutral white color tone.
Sim: 0.987
AG8A3879-55d6896ffe_002
#2
indoor, Natural light from a large window on the left, bright and neutral, soft shadows, overhead circular chandelier with warm glow, neutral scene with slight warm tone.
Sim: 0.981
0731_22_006
#3
indoor, Natural light from a large window on the left, bright and neutral white illumination, soft shadows, slight warmth.
Sim: 0.980
0713_49_004
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.531
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.590
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow recessed lights, consistent warm illumination, soft glow on wooden walls, cozy atmosphere.
Sim: -0.622
9C4A1858-1bcea2070c_003
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
artist_workshop_007
#2
Rank 2
Sim: 0.981
AG8A3938-467a295a70_005
#3
Rank 3
Sim: 0.979
0713_49_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.516
9C4A0307-ca23f47d11_002
#602
Rank 602
Sim: -0.570
9C4A3279-40c54fd0d6_007
#603
Rank 603
Sim: -0.586
9C4A1858-1bcea2070c_004
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.989
artist_workshop_008
#2
Rank 2
Sim: 0.988
AG8A3879-55d6896ffe_008
#3
Rank 3
Sim: 0.986
AG8A3938-467a295a70_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.545
9C4A3193-fcb9a6e6c2_000
#602
Rank 602
Sim: -0.647
9C4A2764-a6b3b13445_007
#603
Rank 603
Sim: -0.670
9C4A1858-1bcea2070c_004
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
artist_workshop_007
#2
Rank 2
Sim: 0.985
AG8A3938-467a295a70_004
#3
Rank 3
Sim: 0.983
0706_39_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.547
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.550
9C4A2764-a6b3b13445_004
#603
Rank 603
Sim: -0.592
9C4A3279-40c54fd0d6_000
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from a large window on the left, bright and neutral white illumination, soft shadows, slight warmth.
Sim: 0.984
0713_49_004
#2
indoor, Natural light from a large window on the left, bright and neutral white illumination, recessed strip lights on the ceiling, soft warm yellow light, overall bright and airy atmosphere.
Sim: 0.981
0706_39_005
#3
indoor, Natural light from partially drawn blinds on the left, soft diffused illumination, recessed strip lights in the ceiling, bright neutral white light, well-lit and evenly illuminated.
Sim: 0.973
0705_6_003
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.591
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.645
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow recessed lights, consistent warm illumination, soft glow on wooden walls, cozy atmosphere.
Sim: -0.666
9C4A1858-1bcea2070c_003
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
artist_workshop_007
#2
Rank 2
Sim: 0.990
AG8A3879-55d6896ffe_008
#3
Rank 3
Sim: 0.988
0731_22_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.467
AG8A8479-2fe46c608b_006
#602
Rank 602
Sim: -0.516
9C4A3279-40c54fd0d6_007
#603
Rank 603
Sim: -0.533
9C4A1858-1bcea2070c_000
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.989
AG8A3879-55d6896ffe_008
#2
Rank 2
Sim: 0.989
0706_39_005
#3
Rank 3
Sim: 0.989
artist_workshop_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.486
9C4A0307-ca23f47d11_003
#602
Rank 602
Sim: -0.530
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.541
9C4A2764-a6b3b13445_004
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.992
artist_workshop_007
#2
Rank 2
Sim: 0.991
0706_39_006
#3
Rank 3
Sim: 0.989
0731_22_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.503
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.513
dikhololo_night_007
#603
Rank 603
Sim: -0.532
9C4A3279-40c54fd0d6_000
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from a large window with white curtains, bright and soft illumination, warm yellow glow from ceiling light fixture, neutral white color tone.
Sim: 0.993
AG8A3879-55d6896ffe_002
#2
indoor, Natural light from a window with vertical blinds, bright and neutral white illumination, soft and even distribution, slight warmth.
Sim: 0.985
AG8A5272-ae49e7a1d9_001
#3
indoor, Natural light from a large window on the left, bright and neutral, soft shadows, overhead circular chandelier with warm glow, neutral scene with slight warm tone.
Sim: 0.983
0731_22_006
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.536
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.589
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow recessed lights, consistent warm illumination, soft glow on wooden walls, cozy atmosphere.
Sim: -0.628
9C4A1858-1bcea2070c_003
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
artist_workshop_007
#2
Rank 2
Sim: 0.978
AG8A3879-55d6896ffe_008
#3
Rank 3
Sim: 0.977
AG8A3938-467a295a70_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.467
AG8A8479-2fe46c608b_006
#602
Rank 602
Sim: -0.519
9C4A3279-40c54fd0d6_007
#603
Rank 603
Sim: -0.541
9C4A1858-1bcea2070c_004
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
artist_workshop_007
#2
Rank 2
Sim: 0.979
0706_39_005
#3
Rank 3
Sim: 0.976
AG8A3879-55d6896ffe_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.508
green_point_park_003
#602
Rank 602
Sim: -0.539
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.562
9C4A2764-a6b3b13445_004
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.992
artist_workshop_007
#2
Rank 2
Sim: 0.984
AG8A3879-55d6896ffe_008
#3
Rank 3
Sim: 0.982
christmas_photo_studio_07_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.497
9C4A3193-fcb9a6e6c2_000
#602
Rank 602
Sim: -0.602
9C4A2764-a6b3b13445_007
#603
Rank 603
Sim: -0.636
9C4A1858-1bcea2070c_004
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from a large window with white curtains, bright and soft illumination, warm yellow glow from ceiling light fixture, neutral white color tone.
Sim: 0.978
AG8A3879-55d6896ffe_002
#2
indoor, Natural light from a large window on the left, bright and neutral white illumination, soft shadows, slight warmth.
Sim: 0.973
0713_49_004
#3
indoor, Natural light from a large window on the left, bright and neutral white illumination, recessed strip lights on the ceiling, soft warm yellow light, overall bright and airy atmosphere.
Sim: 0.970
0706_39_005
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.548
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.598
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow recessed lights, consistent warm illumination, soft glow on wooden walls, cozy atmosphere.
Sim: -0.629
9C4A1858-1bcea2070c_003
light_description_summary_embeds → rgb_embeds
Query
indoor, Natural light from the left, soft and diffused, fluorescent strip light above the window, bright and neutral, warm inviting tone, gentle yellowish hue.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
AG8A5272-ae49e7a1d9_006
#2
Rank 2
Sim: 0.982
AG8A1747-1c71c4733f_008
#3
Rank 3
Sim: 0.981
AG8A3669-1e8c6de004_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.481
dmb_0000000693_000
#602
Rank 602
Sim: -0.484
green_point_park_000
#603
Rank 603
Sim: -0.521
dmbl_01595_003
light_description_summary_embeds → envmap_embeds
Query
indoor, Natural light from the left, soft and diffused, fluorescent strip light above the window, bright and neutral, warm inviting tone, gentle yellowish hue.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.987
AG8A3669-1e8c6de004_007
#2
Rank 2
Sim: 0.987
AG8A5272-ae49e7a1d9_007
#3
Rank 3
Sim: 0.978
AG8A1747-1c71c4733f_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.523
blau_river_000
#602
Rank 602
Sim: -0.541
dmbl_01595_008
#603
Rank 603
Sim: -0.544
green_point_park_003
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
indoor, Natural light from the left, soft and diffused, fluorescent strip light above the window, bright and neutral, warm inviting tone, gentle yellowish hue.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.987
AG8A3669-1e8c6de004_003
#2
Rank 2
Sim: 0.982
AG8A5272-ae49e7a1d9_008
#3
Rank 3
Sim: 0.981
AG8A1747-1c71c4733f_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.565
greenwich_park_000
#602
Rank 602
Sim: -0.587
abandoned_hopper_terminal_01_000
#603
Rank 603
Sim: -0.646
dmb_0000000693_002
light_description_summary_embeds → irradiance_prism_embeds
Query
indoor, Natural light from the left, soft and diffused, fluorescent strip light above the window, bright and neutral, warm inviting tone, gentle yellowish hue.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
AG8A3669-1e8c6de004_007
#2
Rank 2
Sim: 0.983
AG8A0067-87cadf087e_001
#3
Rank 3
Sim: 0.978
0705_6_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.544
dmbl_01595_003
#602
Rank 602
Sim: -0.547
dmb_0000000693_000
#603
Rank 603
Sim: -0.566
dikhololo_night_007
Sample 1: Scene [dmbl_03076] Image [002] (Index: 1)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, direct illumination, earthy tones.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
dmbl_03076_002
#2
Rank 2
Sim: 0.977
dmbl_00666_002
#3
Rank 3
Sim: 0.957
9C4A8473_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.509
dmbl_02042_005
#602
Rank 602
Sim: -0.517
christmas_photo_studio_01_005
#603
Rank 603
Sim: -0.523
blau_river_005
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.982
dmbl_03076_001
#2
Rank 2
Sim: 0.969
dmb_0000000761_002
#3
Rank 3
Sim: 0.966
dmbl_00666_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.469
dmbl_03232_008
#602
Rank 602
Sim: -0.490
greenwich_park_007
#603
Rank 603
Sim: -0.560
blau_river_005
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
dmbl_03076_002
#2
Rank 2
Sim: 0.977
green_point_park_002
#3
Rank 3
Sim: 0.974
9C4A8473_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.495
abandoned_hopper_terminal_01_005
#602
Rank 602
Sim: -0.566
blau_river_006
#603
Rank 603
Sim: -0.609
dmbl_02042_006
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, direct light, warm scene lighting.
Sim: 0.990
dmb_0000000761_002
#2
outdoor, Bright sun from the upper right, warm golden hue, high contrast, inactive streetlights, warm tones dominate.
Sim: 0.985
dmbl_00666_001
#3
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, well-lit surroundings.
Sim: 0.965
9C4A8473_001
Worst 3 Retrieved Results
#601
outdoor, Soft diffused light from the upper left, cool muted hue, subdued grayish tones, misty atmosphere.
Sim: -0.454
dmbl_02042_001
#602
outdoor, Low sun from the left, warm golden hue, soft and diffused brightness, partly cloudy sky, earthy tones with subtle blue tint.
Sim: -0.466
blau_river_008
#603
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.468
AG8A3879-55d6896ffe_005
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
dmbl_03076_002
#2
Rank 2
Sim: 0.971
dmb_0000000693_003
#3
Rank 3
Sim: 0.956
dmb_0000000761_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.530
abandoned_hopper_terminal_01_005
#602
Rank 602
Sim: -0.541
dmbl_03232_008
#603
Rank 603
Sim: -0.554
blau_river_004
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.986
dmbl_03076_001
#2
Rank 2
Sim: 0.975
dmb_0000000761_003
#3
Rank 3
Sim: 0.969
dmbl_00759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.493
dmbl_03232_008
#602
Rank 602
Sim: -0.515
greenwich_park_007
#603
Rank 603
Sim: -0.540
blau_river_005
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.987
dmbl_03076_003
#2
Rank 2
Sim: 0.982
dmbl_02759_003
#3
Rank 3
Sim: 0.970
green_point_park_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.502
abandoned_hopper_terminal_01_005
#602
Rank 602
Sim: -0.576
blau_river_006
#603
Rank 603
Sim: -0.580
dmbl_02042_006
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, direct light, warm scene lighting.
Sim: 0.989
dmb_0000000761_002
#2
outdoor, Bright sun from the upper right, warm golden hue, high contrast, inactive streetlights, warm tones dominate.
Sim: 0.987
dmbl_00666_001
#3
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, well-lit landscape.
Sim: 0.964
dmb_0000000693_003
Worst 3 Retrieved Results
#601
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.438
AG8A3879-55d6896ffe_005
#602
indoor, Natural light from tall narrow windows on the left, soft diffused illumination, additional light from a large arched window, balanced even lighting, warm earthy tone.
Sim: -0.446
abandoned_construction_005
#603
outdoor, Soft diffused light, sun to the left and slightly behind, cool muted hue, subdued gray, foggy ambiance.
Sim: -0.460
dmbl_02042_003
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.961
dmbl_03076_001
#2
Rank 2
Sim: 0.948
dmb_0000000787_002
#3
Rank 3
Sim: 0.928
dmbl_00759_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.513
abandoned_hopper_terminal_01_005
#602
Rank 602
Sim: -0.590
blau_river_004
#603
Rank 603
Sim: -0.602
dmbl_03232_008
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.959
dmbl_03076_001
#2
Rank 2
Sim: 0.936
dmb_0000000787_003
#3
Rank 3
Sim: 0.932
dmbl_01568_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.492
blau_river_006
#602
Rank 602
Sim: -0.494
abandoned_hopper_terminal_01_005
#603
Rank 603
Sim: -0.554
dmbl_03232_008
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.954
dmb_0000000787_002
#2
Rank 2
Sim: 0.952
dmbl_03076_001
#3
Rank 3
Sim: 0.950
dmbl_02759_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.558
dmbl_03232_002
#602
Rank 602
Sim: -0.561
dmbl_02042_006
#603
Rank 603
Sim: -0.603
blau_river_004
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, well-lit landscape.
Sim: 0.952
dmb_0000000693_003
#2
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, well-lit terrain, inactive streetlights.
Sim: 0.951
dmbl_00666_002
#3
outdoor, Bright sun from the upper right, cool blue hue, clear sky, natural lighting, mix of cool blues and greens.
Sim: 0.937
dmbl_02759_003
Worst 3 Retrieved Results
#601
indoor, Natural light from the left, bright and diffused, neutral white overhead strip lights, slightly cool overall tone.
Sim: -0.452
0629_15_000
#602
indoor, Natural light from tall narrow windows on the left, soft diffused illumination, additional light from a large arched window, balanced even lighting, warm earthy tone.
Sim: -0.465
abandoned_construction_005
#603
outdoor, Soft diffused light, sun to the left and slightly behind, cool muted hue, subdued gray, foggy ambiance.
Sim: -0.467
dmbl_02042_003
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
dmbl_03076_002
#2
Rank 2
Sim: 0.984
dmbl_00666_003
#3
Rank 3
Sim: 0.968
9C4A8473_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.515
dmbl_02042_006
#602
Rank 602
Sim: -0.528
abandoned_hopper_terminal_01_005
#603
Rank 603
Sim: -0.545
blau_river_004
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
dmbl_00666_002
#2
Rank 2
Sim: 0.981
dmbl_03076_002
#3
Rank 3
Sim: 0.963
9C4A8473_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.525
AG8A3879-55d6896ffe_006
#602
Rank 602
Sim: -0.527
blau_river_005
#603
Rank 603
Sim: -0.544
dmbl_02042_005
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
dmbl_00666_003
#2
Rank 2
Sim: 0.965
dmbl_03076_001
#3
Rank 3
Sim: 0.953
dmb_0000000761_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.478
christmas_photo_studio_01_007
#602
Rank 602
Sim: -0.510
dmbl_02042_006
#603
Rank 603
Sim: -0.561
blau_river_005
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, direct light, warm scene lighting.
Sim: 0.990
dmb_0000000761_002
#2
outdoor, Bright sun from the upper right, warm golden hue, high contrast, inactive streetlights, warm tones dominate.
Sim: 0.985
dmbl_00666_001
#3
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, well-lit surroundings.
Sim: 0.983
9C4A8473_001
Worst 3 Retrieved Results
#601
outdoor, Low sun from the left, warm golden hue, soft and diffused brightness, partly cloudy sky, earthy tones with subtle blue tint.
Sim: -0.471
blau_river_008
#602
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.492
AG8A3879-55d6896ffe_005
#603
outdoor, Soft diffused light from the upper left, cool muted hue, subdued grayish tones, misty atmosphere.
Sim: -0.494
dmbl_02042_001
light_description_summary_embeds → rgb_embeds
Query
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, direct illumination, earthy tones.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.970
dmbl_02841_003
#2
Rank 2
Sim: 0.969
dmbl_01182_003
#3
Rank 3
Sim: 0.965
dmbl_00759_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.493
0629_15_008
#602
Rank 602
Sim: -0.634
christmas_photo_studio_01_007
#603
Rank 603
Sim: -0.682
abandoned_construction_007
light_description_summary_embeds → envmap_embeds
Query
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, direct illumination, earthy tones.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.974
dmbl_01182_003
#2
Rank 2
Sim: 0.973
dmbl_02841_002
#3
Rank 3
Sim: 0.953
dmbl_00759_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.527
9C4A9676_008
#602
Rank 602
Sim: -0.597
christmas_photo_studio_01_006
#603
Rank 603
Sim: -0.655
abandoned_construction_006
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, direct illumination, earthy tones.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.977
dmbl_02841_003
#2
Rank 2
Sim: 0.947
dmb_0000000787_002
#3
Rank 3
Sim: 0.934
dmbl_00759_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.540
0629_15_007
#602
Rank 602
Sim: -0.585
dmbl_01595_007
#603
Rank 603
Sim: -0.653
abandoned_construction_005
light_description_summary_embeds → irradiance_prism_embeds
Query
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, direct illumination, earthy tones.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.972
dmbl_01182_003
#2
Rank 2
Sim: 0.966
dmbl_02841_002
#3
Rank 3
Sim: 0.960
dmbl_00759_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.551
dmbl_02042_002
#602
Rank 602
Sim: -0.617
christmas_photo_studio_01_006
#603
Rank 603
Sim: -0.705
abandoned_construction_005
Sample 2: Scene [9C4A0389-f0ecdf64ec] Image [004] (Index: 2)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
indoor, Warm yellow recessed strip lights, bright illumination, consistent warm yellow tone.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.985
9C4A0694-b2fadef894_003
#2
Rank 2
Sim: 0.985
9C4A0389-f0ecdf64ec_004
#3
Rank 3
Sim: 0.982
AG8A8479-2fe46c608b_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.497
0713_49_006
#602
Rank 602
Sim: -0.587
0711_42_000
#603
Rank 603
Sim: -0.638
greenwich_park_007
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
9C4A3193-fcb9a6e6c2_004
#2
Rank 2
Sim: 0.989
AG8A8479-2fe46c608b_004
#3
Rank 3
Sim: 0.989
9C4A0389-f0ecdf64ec_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.520
abandoned_hopper_terminal_01_008
#602
Rank 602
Sim: -0.533
0711_42_003
#603
Rank 603
Sim: -0.601
blau_river_003
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
AG8A7020-7a89ed20c2_004
#2
Rank 2
Sim: 0.988
9C4A0389-f0ecdf64ec_004
#3
Rank 3
Sim: 0.984
AG8A8479-2fe46c608b_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.529
dmbl_03232_007
#602
Rank 602
Sim: -0.553
0711_42_001
#603
Rank 603
Sim: -0.565
dmbl_02042_008
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
indoor, Recessed strip lights, bright warm yellow illumination, evenly distributed, soft natural light from window, warm yellow tones.
Sim: 0.989
AG8A8479-2fe46c608b_001
#2
indoor, Bright neutral white strip lights, warm yellow overall scene, even illumination, additional strip light further down hallway.
Sim: 0.986
AG8A0803-7918ed2f86_004
#3
indoor, Recessed strip light above sink, bright warm yellow light, strip light along ceiling, warm hue, cozy atmosphere.
Sim: 0.986
9C4A0389-f0ecdf64ec_006
Worst 3 Retrieved Results
#601
indoor, Natural light from the sky, bright and diffused, light source above and slightly to the right, cool and neutral scene color, shadows indicating light direction.
Sim: -0.581
0711_42_001
#602
outdoor, Bright sun from the upper left, cool blue hue, soft and diffused brightness, partly cloudy sky, cool and subdued lighting.
Sim: -0.601
dmbl_03232_002
#603
outdoor, Bright sun from the upper center, soft and diffused light, cool hue, evenly illuminated scene, natural outdoor lighting.
Sim: -0.623
green_point_park_007
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
9C4A3459-006926b10e_005
#2
Rank 2
Sim: 0.992
AG8A7020-7a89ed20c2_006
#3
Rank 3
Sim: 0.992
9C4A0389-f0ecdf64ec_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.522
greenwich_park_001
#602
Rank 602
Sim: -0.553
blau_river_002
#603
Rank 603
Sim: -0.590
0711_42_000
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
9C4A0202-619f67a287_003
#2
Rank 2
Sim: 0.991
AG8A7020-7a89ed20c2_006
#3
Rank 3
Sim: 0.990
9C4A0389-f0ecdf64ec_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.527
0711_42_000
#602
Rank 602
Sim: -0.529
greenwich_park_001
#603
Rank 603
Sim: -0.656
blau_river_003
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.992
9C4A0389-f0ecdf64ec_004
#2
Rank 2
Sim: 0.990
AG8A7020-7a89ed20c2_001
#3
Rank 3
Sim: 0.989
9C4A3459-006926b10e_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.504
dmbl_03232_007
#602
Rank 602
Sim: -0.535
0711_42_000
#603
Rank 603
Sim: -0.617
dmbl_02042_008
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
indoor, Bright fluorescent strip lights, warm yellow illumination, strong ceiling lighting, consistent brightness throughout hallway.
Sim: 0.994
AG8A7020-7a89ed20c2_001
#2
indoor, Warm yellow strip lights on ceiling, strong illumination, warm yellowish hue.
Sim: 0.992
AG8A0803-7918ed2f86_000
#3
indoor, Warm yellow recessed strip lights, bright illumination, warm yellowish hue.
Sim: 0.992
9C4A3193-fcb9a6e6c2_000
Worst 3 Retrieved Results
#601
outdoor, Bright sun from the upper left, cool blue hue, soft and diffused brightness, partly cloudy sky, cool and subdued lighting.
Sim: -0.556
dmbl_03232_002
#602
indoor, Natural light from the sky, bright and diffused, light source above and slightly to the right, cool and neutral scene color, shadows indicating light direction.
Sim: -0.558
0711_42_001
#603
outdoor, Bright sun from the upper center, soft and diffused light, cool hue, evenly illuminated scene, natural outdoor lighting.
Sim: -0.591
green_point_park_007
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.996
9C4A0202-619f67a287_001
#2
Rank 2
Sim: 0.996
9C4A3459-006926b10e_004
#3
Rank 3
Sim: 0.994
AG8A8479-2fe46c608b_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.497
blau_river_002
#602
Rank 602
Sim: -0.543
0713_49_007
#603
Rank 603
Sim: -0.591
0711_42_000
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
AG8A8479-2fe46c608b_008
#2
Rank 2
Sim: 0.991
AG8A7020-7a89ed20c2_002
#3
Rank 3
Sim: 0.988
9C4A0694-b2fadef894_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.526
0713_49_006
#602
Rank 602
Sim: -0.581
greenwich_park_007
#603
Rank 603
Sim: -0.589
0711_42_000
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.996
9C4A3459-006926b10e_006
#2
Rank 2
Sim: 0.994
AG8A7020-7a89ed20c2_000
#3
Rank 3
Sim: 0.992
AG8A8479-2fe46c608b_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.493
dmbl_03232_007
#602
Rank 602
Sim: -0.545
dmbl_02042_008
#603
Rank 603
Sim: -0.558
0711_42_001
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
indoor, Recessed circular light fixture, bright warm yellow illumination, strip lights, consistent bright neutral white light, warm yellow hue.
Sim: 0.997
9C4A0694-b2fadef894_008
#2
indoor, Recessed strip lights, bright warm yellow illumination, evenly distributed, soft natural light from window, warm yellow tones.
Sim: 0.996
AG8A8479-2fe46c608b_001
#3
indoor, Recessed strip lights, bright neutral white illumination, evenly distributed, warm yellowish hue.
Sim: 0.995
AG8A8448-3854275406_008
Worst 3 Retrieved Results
#601
indoor, Natural light from upper center, bright and diffused, neutral white light, minimal shadows.
Sim: -0.534
0629_15_001
#602
indoor, Bright sun from the upper right, soft shadows, neutral white light, balanced natural and indoor lighting.
Sim: -0.552
0713_49_006
#603
indoor, Natural light from the sky, bright and diffused, light source above and slightly to the right, cool and neutral scene color, shadows indicating light direction.
Sim: -0.600
0711_42_001
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
AG8A7020-7a89ed20c2_004
#2
Rank 2
Sim: 0.992
9C4A0389-f0ecdf64ec_007
#3
Rank 3
Sim: 0.991
9C4A0694-b2fadef894_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.490
greenwich_park_007
#602
Rank 602
Sim: -0.518
blau_river_002
#603
Rank 603
Sim: -0.569
0711_42_000
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
9C4A0389-f0ecdf64ec_007
#2
Rank 2
Sim: 0.982
AG8A7020-7a89ed20c2_003
#3
Rank 3
Sim: 0.981
9C4A0694-b2fadef894_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.519
blau_river_003
#602
Rank 602
Sim: -0.535
0711_42_000
#603
Rank 603
Sim: -0.613
greenwich_park_007
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.992
9C4A3193-fcb9a6e6c2_004
#2
Rank 2
Sim: 0.991
9C4A0202-619f67a287_003
#3
Rank 3
Sim: 0.991
AG8A7020-7a89ed20c2_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.487
dmbl_02398_001
#602
Rank 602
Sim: -0.507
0711_42_000
#603
Rank 603
Sim: -0.651
blau_river_003
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
indoor, Bright fluorescent strip lights, warm yellow illumination, strong ceiling lighting, consistent brightness throughout hallway.
Sim: 0.993
AG8A7020-7a89ed20c2_001
#2
indoor, Warm yellow strip lights on ceiling, strong illumination, warm yellowish hue.
Sim: 0.990
AG8A0803-7918ed2f86_000
#3
indoor, Recessed strip lights, bright neutral white, evenly distributed, window on left, soft warm yellow hue, overall warm ambiance, balanced lighting.
Sim: 0.989
9C4A0307-ca23f47d11_005
Worst 3 Retrieved Results
#601
outdoor, Bright sun from the upper left, soft and diffused light, cool hue, even illumination, muted and subdued tones.
Sim: -0.558
abandoned_hopper_terminal_01_004
#602
outdoor, Bright sun from the upper left, cool blue hue, soft and diffused brightness, partly cloudy sky, cool and subdued lighting.
Sim: -0.594
dmbl_03232_002
#603
outdoor, Bright sun from the upper center, soft and diffused light, cool hue, evenly illuminated scene, natural outdoor lighting.
Sim: -0.600
green_point_park_007
light_description_summary_embeds → rgb_embeds
Query
indoor, Warm yellow recessed strip lights, bright illumination, consistent warm yellow tone.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
9C4A3193-fcb9a6e6c2_005
#2
Rank 2
Sim: 0.993
9C4A0694-b2fadef894_006
#3
Rank 3
Sim: 0.993
9C4A3279-40c54fd0d6_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.579
dmbl_00837_008
#602
Rank 602
Sim: -0.609
blau_river_002
#603
Rank 603
Sim: -0.673
0711_42_000
light_description_summary_embeds → envmap_embeds
Query
indoor, Warm yellow recessed strip lights, bright illumination, consistent warm yellow tone.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
9C4A0389-f0ecdf64ec_003
#2
Rank 2
Sim: 0.987
9C4A3459-006926b10e_007
#3
Rank 3
Sim: 0.987
9C4A0694-b2fadef894_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.582
blau_river_002
#602
Rank 602
Sim: -0.600
greenwich_park_008
#603
Rank 603
Sim: -0.646
0711_42_000
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
indoor, Warm yellow recessed strip lights, bright illumination, consistent warm yellow tone.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.997
9C4A0694-b2fadef894_007
#2
Rank 2
Sim: 0.994
9C4A3279-40c54fd0d6_004
#3
Rank 3
Sim: 0.994
9C4A3193-fcb9a6e6c2_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.603
0711_42_001
#602
Rank 602
Sim: -0.609
dmbl_00837_001
#603
Rank 603
Sim: -0.683
blau_river_003
light_description_summary_embeds → irradiance_prism_embeds
Query
indoor, Warm yellow recessed strip lights, bright illumination, consistent warm yellow tone.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.997
9C4A3459-006926b10e_005
#2
Rank 2
Sim: 0.993
9C4A0307-ca23f47d11_004
#3
Rank 3
Sim: 0.991
AG8A8479-2fe46c608b_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.584
abandoned_construction_003
#602
Rank 602
Sim: -0.586
dmbl_02042_008
#603
Rank 603
Sim: -0.626
0711_42_000
Sample 3: Scene [green_point_park] Image [005] (Index: 3)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
outdoor, Bright sun from the upper left, vibrant scene lighting, warm golden hue, clear blue sky.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.978
greenwich_park_005
#2
Rank 2
Sim: 0.949
green_point_park_005
#3
Rank 3
Sim: 0.861
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.538
9C4A1858-1bcea2070c_004
#602
Rank 602
Sim: -0.553
9C4A0307-ca23f47d11_002
#603
Rank 603
Sim: -0.882
christmas_photo_studio_01_000
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.941
green_point_park_005
#2
Rank 2
Sim: 0.938
dmb_0000000693_005
#3
Rank 3
Sim: 0.908
greenwich_park_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.519
abandoned_construction_008
#602
Rank 602
Sim: -0.539
9C4A9676_004
#603
Rank 603
Sim: -0.688
christmas_photo_studio_01_000
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.954
green_point_park_005
#2
Rank 2
Sim: 0.948
greenwich_park_005
#3
Rank 3
Sim: 0.879
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.542
abandoned_construction_001
#602
Rank 602
Sim: -0.633
9C4A2764-a6b3b13445_001
#603
Rank 603
Sim: -0.775
christmas_photo_studio_01_000
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones.
Sim: 0.877
dmbl_02841_006
#2
outdoor, Bright sun from the upper left, soft and diffused light, cool blue hue, muted scene lighting, earthy tones and subtle greens.
Sim: 0.856
blau_river_001
#3
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, vibrant greens and warm earth tones.
Sim: 0.843
dmbl_02759_006
Worst 3 Retrieved Results
#601
indoor, Bright recessed strip light on the right, consistent recessed ceiling lights, neutral white light, balanced and bright ambiance.
Sim: -0.492
0703_11_001
#602
indoor, Natural light from high right windows, warm yellow hue, recessed ceiling lights, soft even illumination, warm inviting tones.
Sim: -0.495
9C4A2764-a6b3b13445_004
#603
indoor, Bright natural daylight from the right, warm yellow table lamps, warm and inviting overall lighting.
Sim: -0.550
AG8A0067-87cadf087e_005
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.949
green_point_park_005
#2
Rank 2
Sim: 0.932
greenwich_park_005
#3
Rank 3
Sim: 0.850
dmb_0000000761_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.583
abandoned_construction_001
#602
Rank 602
Sim: -0.626
AG8A3938-467a295a70_000
#603
Rank 603
Sim: -0.780
christmas_photo_studio_01_000
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.953
green_point_park_006
#2
Rank 2
Sim: 0.877
dmb_0000000693_005
#3
Rank 3
Sim: 0.873
greenwich_park_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.577
AG8A1747-1c71c4733f_005
#602
Rank 602
Sim: -0.634
abandoned_construction_008
#603
Rank 603
Sim: -0.754
christmas_photo_studio_01_000
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.956
green_point_park_006
#2
Rank 2
Sim: 0.917
greenwich_park_005
#3
Rank 3
Sim: 0.810
dmb_0000000761_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.618
9C4A2764-a6b3b13445_001
#602
Rank 602
Sim: -0.628
abandoned_construction_001
#603
Rank 603
Sim: -0.786
christmas_photo_studio_01_000
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper left, soft and diffused light, cool blue hue, muted scene lighting, earthy tones and subtle greens.
Sim: 0.969
blau_river_001
#2
outdoor, Bright sun from the upper left, partly cloudy sky, soft contrast, vibrant colors.
Sim: 0.928
green_point_park_006
#3
outdoor, Bright sun from the upper left, cool blue hue, scattered clouds, cool and slightly muted lighting.
Sim: 0.893
dmbl_03232_004
Worst 3 Retrieved Results
#601
indoor, Natural light from tall windows on the right, warm yellow hue, soft illumination, serene atmosphere.
Sim: -0.633
9C4A2764-a6b3b13445_001
#602
indoor, Natural light from tall narrow windows, soft diffused illumination, balanced even lighting, warm ambient tone.
Sim: -0.649
abandoned_construction_004
#603
indoor, Bright natural daylight from the right, warm yellow table lamps, warm and inviting overall lighting.
Sim: -0.702
AG8A0067-87cadf087e_005
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.941
green_point_park_005
#2
Rank 2
Sim: 0.928
greenwich_park_005
#3
Rank 3
Sim: 0.912
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.592
AG8A1747-1c71c4733f_005
#602
Rank 602
Sim: -0.608
AG8A3938-467a295a70_000
#603
Rank 603
Sim: -0.726
christmas_photo_studio_01_000
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.951
green_point_park_005
#2
Rank 2
Sim: 0.936
greenwich_park_005
#3
Rank 3
Sim: 0.868
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.606
AG8A3669-1e8c6de004_001
#602
Rank 602
Sim: -0.630
AG8A3938-467a295a70_008
#603
Rank 603
Sim: -0.829
christmas_photo_studio_01_000
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.943
greenwich_park_005
#2
Rank 2
Sim: 0.892
dmbl_02759_006
#3
Rank 3
Sim: 0.890
green_point_park_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.625
AG8A1747-1c71c4733f_004
#602
Rank 602
Sim: -0.626
9C4A2764-a6b3b13445_001
#603
Rank 603
Sim: -0.803
christmas_photo_studio_01_000
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper left, partly cloudy sky, soft contrast, vibrant colors.
Sim: 0.890
green_point_park_006
#2
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, vibrant greens and warm earth tones.
Sim: 0.874
dmbl_02759_006
#3
outdoor, Bright sun from the upper left, soft and diffused light, cool blue hue, muted scene lighting, earthy tones and subtle greens.
Sim: 0.867
blau_river_001
Worst 3 Retrieved Results
#601
indoor, Natural light from the upper right, warm and soft illumination, overhead circular light fixture, neutral white light, evenly distributed brightness, warm and inviting tone.
Sim: -0.633
0731_22_000
#602
indoor, Natural light from tall windows on the right, warm yellow hue, soft illumination, serene atmosphere.
Sim: -0.683
9C4A2764-a6b3b13445_001
#603
indoor, Bright natural daylight from the right, warm yellow table lamps, warm and inviting overall lighting.
Sim: -0.734
AG8A0067-87cadf087e_005
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.954
green_point_park_005
#2
Rank 2
Sim: 0.953
dmbl_02759_006
#3
Rank 3
Sim: 0.934
greenwich_park_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.499
abandoned_construction_000
#602
Rank 602
Sim: -0.574
greenwich_park_000
#603
Rank 603
Sim: -0.757
christmas_photo_studio_01_000
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.937
dmbl_02841_005
#2
Rank 2
Sim: 0.919
dmbl_02759_005
#3
Rank 3
Sim: 0.912
greenwich_park_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.483
greenwich_park_001
#602
Rank 602
Sim: -0.513
abandoned_construction_000
#603
Rank 603
Sim: -0.858
christmas_photo_studio_01_000
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.945
dmbl_02468_001
#2
Rank 2
Sim: 0.935
dmbl_02759_006
#3
Rank 3
Sim: 0.924
dmb_0000000693_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.496
abandoned_construction_000
#602
Rank 602
Sim: -0.501
9C4A9676_004
#603
Rank 603
Sim: -0.615
christmas_photo_studio_01_000
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper left, warm golden hue, direct illumination, warm earthy tones.
Sim: 0.923
dmb_0000000761_006
#2
outdoor, Bright sun from the upper left, warm golden light, long shadows, clear blue sky.
Sim: 0.896
dmbl_00650_005
#3
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones.
Sim: 0.877
dmbl_02841_005
Worst 3 Retrieved Results
#601
indoor, Circular ceiling light fixture with bright, neutral white illumination, window on the right with soft, warm natural light, balanced ambiance with neutral tones.
Sim: -0.423
0731_22_001
#602
indoor, Bright natural daylight from the right, warm yellow table lamps, warm and inviting overall lighting.
Sim: -0.463
AG8A0067-87cadf087e_005
#603
indoor, Bright recessed strip light on the right, consistent recessed ceiling lights, neutral white light, balanced and bright ambiance.
Sim: -0.463
0703_11_001
light_description_summary_embeds → rgb_embeds
Query
outdoor, Bright sun from the upper left, vibrant scene lighting, warm golden hue, clear blue sky.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.971
dmbl_03076_006
#2
Rank 2
Sim: 0.958
dmbl_00666_006
#3
Rank 3
Sim: 0.952
dmbl_01748_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.525
AG8A0067-87cadf087e_004
#602
Rank 602
Sim: -0.539
AG8A1747-1c71c4733f_005
#603
Rank 603
Sim: -0.578
christmas_photo_studio_01_000
light_description_summary_embeds → envmap_embeds
Query
outdoor, Bright sun from the upper left, vibrant scene lighting, warm golden hue, clear blue sky.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.962
dmbl_03076_005
#2
Rank 2
Sim: 0.957
dmbl_00666_006
#3
Rank 3
Sim: 0.947
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.548
AG8A3669-1e8c6de004_001
#602
Rank 602
Sim: -0.562
AG8A0067-87cadf087e_004
#603
Rank 603
Sim: -0.626
christmas_photo_studio_01_001
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
outdoor, Bright sun from the upper left, vibrant scene lighting, warm golden hue, clear blue sky.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.971
dmbl_03076_006
#2
Rank 2
Sim: 0.954
dmbl_02759_007
#3
Rank 3
Sim: 0.934
dmbl_00666_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.507
9C4A9174-b774146358_002
#602
Rank 602
Sim: -0.528
AG8A1747-1c71c4733f_005
#603
Rank 603
Sim: -0.641
christmas_photo_studio_01_000
light_description_summary_embeds → irradiance_prism_embeds
Query
outdoor, Bright sun from the upper left, vibrant scene lighting, warm golden hue, clear blue sky.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.972
dmbl_03076_005
#2
Rank 2
Sim: 0.967
dmbl_00666_005
#3
Rank 3
Sim: 0.952
dmbl_02759_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.537
lythwood_room_001
#602
Rank 602
Sim: -0.540
AG8A3669-1e8c6de004_002
#603
Rank 603
Sim: -0.647
christmas_photo_studio_01_000
Sample 4: Scene [greenwich_park] Image [000] (Index: 4)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.958
greenwich_park_000
#2
Rank 2
Sim: 0.769
blau_river_000
#3
Rank 3
Sim: 0.737
dmb_0000000693_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.728
christmas_photo_studio_01_005
#602
Rank 602
Sim: -0.731
AG8A3669-1e8c6de004_005
#603
Rank 603
Sim: -0.753
AG8A0067-87cadf087e_008
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.890
greenwich_park_001
#2
Rank 2
Sim: 0.833
dmb_0000000761_001
#3
Rank 3
Sim: 0.775
blau_river_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.687
9C4A9174-b774146358_006
#602
Rank 602
Sim: -0.695
lythwood_room_003
#603
Rank 603
Sim: -0.702
9C4A7107-36fbba840b_002
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.902
greenwich_park_000
#2
Rank 2
Sim: 0.736
dmb_0000000693_002
#3
Rank 3
Sim: 0.703
dmbl_01595_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.666
lythwood_room_005
#602
Rank 602
Sim: -0.679
9C4A7107-36fbba840b_001
#603
Rank 603
Sim: -0.777
AG8A3669-1e8c6de004_005
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, vibrant lighting, sunlight reflecting off water and wooden deck.
Sim: 0.653
9C4A8473_007
#2
outdoor, Bright sun from the upper right, warm golden light, distinct shadows, mix of warm and cool tones.
Sim: 0.652
dmbl_00837_001
#3
outdoor, Bright sun from the upper right, warm golden hue, strong direct light, warm scene color, earthy tones, pronounced shadows.
Sim: 0.646
dmb_0000000761_003
Worst 3 Retrieved Results
#601
indoor, Recessed strip light with warm yellow glow, natural light from the left, warm overall ambiance.
Sim: -0.668
christmas_photo_studio_01_002
#602
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.695
AG8A3879-55d6896ffe_005
#603
indoor, Bright window on the left, recessed strip light on the ceiling, warm yellow hue, cozy atmosphere.
Sim: -0.711
9C4A7107-36fbba840b_007
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.958
greenwich_park_000
#2
Rank 2
Sim: 0.778
dmbl_03232_001
#3
Rank 3
Sim: 0.778
blau_river_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.738
christmas_photo_studio_01_006
#602
Rank 602
Sim: -0.742
0703_11_005
#603
Rank 603
Sim: -0.765
AG8A3669-1e8c6de004_005
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.890
greenwich_park_001
#2
Rank 2
Sim: 0.853
dmb_0000000761_001
#3
Rank 3
Sim: 0.848
blau_river_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.756
AG8A0067-87cadf087e_005
#602
Rank 602
Sim: -0.765
lythwood_room_003
#603
Rank 603
Sim: -0.791
9C4A7107-36fbba840b_002
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.953
greenwich_park_000
#2
Rank 2
Sim: 0.732
dmbl_03232_001
#3
Rank 3
Sim: 0.726
abandoned_hopper_terminal_01_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.725
0703_11_006
#602
Rank 602
Sim: -0.741
9C4A7107-36fbba840b_001
#603
Rank 603
Sim: -0.859
AG8A3669-1e8c6de004_005
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, soft and diffused light, warm golden hue, earthy tones.
Sim: 0.757
dmbl_00837_004
#2
outdoor, Bright sun from the upper right, soft diffused light, cool blue hue, muted scene colors.
Sim: 0.578
blau_river_006
#3
outdoor, Bright sun from the upper right, warm golden hue, vibrant lighting, sunlight reflecting off water and wooden deck.
Sim: 0.567
9C4A8473_007
Worst 3 Retrieved Results
#601
indoor, Bright window on the left, recessed strip light on the ceiling, warm yellow hue, cozy atmosphere.
Sim: -0.760
9C4A7107-36fbba840b_007
#602
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.761
AG8A3879-55d6896ffe_005
#603
indoor, Recessed strip light with warm yellow glow, natural light from the left, warm overall ambiance.
Sim: -0.766
christmas_photo_studio_01_002
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.951
dmbl_03232_002
#2
Rank 2
Sim: 0.940
blau_river_001
#3
Rank 3
Sim: 0.834
dmbl_02042_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.739
AG8A3669-1e8c6de004_005
#602
Rank 602
Sim: -0.741
9C4A9174-b774146358_006
#603
Rank 603
Sim: -0.774
AG8A0067-87cadf087e_007
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.975
blau_river_001
#2
Rank 2
Sim: 0.952
dmbl_03232_002
#3
Rank 3
Sim: 0.848
dmbl_02042_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.761
9C4A9174-b774146358_006
#602
Rank 602
Sim: -0.767
AG8A3669-1e8c6de004_005
#603
Rank 603
Sim: -0.804
AG8A0067-87cadf087e_008
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.929
dmbl_03232_001
#2
Rank 2
Sim: 0.851
blau_river_001
#3
Rank 3
Sim: 0.833
dmbl_02042_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.739
AG8A0067-87cadf087e_007
#602
Rank 602
Sim: -0.753
AG8A3669-1e8c6de004_004
#603
Rank 603
Sim: -0.762
9C4A7107-36fbba840b_002
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, soft and diffused light, warm golden hue, earthy tones.
Sim: 0.746
dmbl_00837_003
#2
outdoor, Warm golden sunlight from the upper left, soft and diffused lighting, gentle illumination.
Sim: 0.740
dmbl_02398_005
#3
outdoor, Soft diffused light, overcast conditions, cool hue, muted grayish tone, no artificial lights.
Sim: 0.679
abandoned_hopper_terminal_01_000
Worst 3 Retrieved Results
#601
indoor, Warm yellow bedside lamp, natural light from the left, soft illumination, warm and inviting.
Sim: -0.739
lythwood_room_005
#602
indoor, Warm yellow recessed light, bright natural light from the window, cozy warm ambiance.
Sim: -0.744
AG8A0067-87cadf087e_004
#603
indoor, Warm yellow floor lamp on the right, warm yellow table lamp on the left, soft natural light from the left, cozy warm ambiance.
Sim: -0.746
9C4A9174-b774146358_006
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.902
greenwich_park_000
#2
Rank 2
Sim: 0.784
blau_river_000
#3
Rank 3
Sim: 0.755
dmbl_03232_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.620
AG8A3669-1e8c6de004_005
#602
Rank 602
Sim: -0.645
0703_11_005
#603
Rank 603
Sim: -0.701
christmas_photo_studio_01_006
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.953
greenwich_park_000
#2
Rank 2
Sim: 0.846
blau_river_000
#3
Rank 3
Sim: 0.673
dmbl_03232_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.629
AG8A0067-87cadf087e_008
#602
Rank 602
Sim: -0.674
9C4A7360-4ab68b5acf_004
#603
Rank 603
Sim: -0.782
christmas_photo_studio_01_005
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.908
dmb_0000000761_001
#2
Rank 2
Sim: 0.794
blau_river_001
#3
Rank 3
Sim: 0.744
greenwich_park_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.594
AG8A0067-87cadf087e_005
#602
Rank 602
Sim: -0.618
christmas_photo_studio_07_008
#603
Rank 603
Sim: -0.634
9C4A7107-36fbba840b_002
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, soft and diffused light, warm golden tones, cool shadows.
Sim: 0.795
dmbl_00837_005
#2
outdoor, Bright sun from the upper right, warm golden hue, direct illumination, warm tones, shadows add contrast.
Sim: 0.615
dmbl_00650_002
#3
outdoor, Low sun from the upper right, warm golden hue, soft and diffused light, serene atmosphere, gentle warm color palette.
Sim: 0.608
spruit_dawn_006
Worst 3 Retrieved Results
#601
indoor, Bright strip light from above, soft natural light from the left, warm and inviting overall lighting.
Sim: -0.594
christmas_photo_studio_07_007
#602
indoor, Recessed strip light on the left, consistent bright illumination, neutral white light, clean and well-lit ambiance.
Sim: -0.605
0703_11_007
#603
indoor, Recessed strip light with warm yellow glow, natural light from the left, warm overall ambiance.
Sim: -0.616
christmas_photo_studio_01_002
light_description_summary_embeds → rgb_embeds
Query
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.922
9C4A8473_002
#2
Rank 2
Sim: 0.920
dmbl_03076_002
#3
Rank 3
Sim: 0.895
dmbl_00666_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.594
lythwood_room_005
#602
Rank 602
Sim: -0.610
AG8A3669-1e8c6de004_005
#603
Rank 603
Sim: -0.633
9C4A9174-b774146358_005
light_description_summary_embeds → envmap_embeds
Query
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.915
dmbl_00666_002
#2
Rank 2
Sim: 0.903
dmbl_03076_002
#3
Rank 3
Sim: 0.885
dmb_0000000693_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.670
AG8A3669-1e8c6de004_006
#602
Rank 602
Sim: -0.673
9C4A9174-b774146358_006
#603
Rank 603
Sim: -0.682
AG8A0067-87cadf087e_008
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.939
dmbl_02759_004
#2
Rank 2
Sim: 0.909
dmbl_01595_001
#3
Rank 3
Sim: 0.909
dmbl_00666_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.584
lythwood_room_005
#602
Rank 602
Sim: -0.597
9C4A9174-b774146358_006
#603
Rank 603
Sim: -0.605
christmas_photo_studio_01_007
light_description_summary_embeds → irradiance_prism_embeds
Query
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.943
green_point_park_002
#2
Rank 2
Sim: 0.919
dmbl_03076_002
#3
Rank 3
Sim: 0.916
dmbl_00666_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.613
9C4A9174-b774146358_006
#602
Rank 602
Sim: -0.615
AG8A3669-1e8c6de004_004
#603
Rank 603
Sim: -0.624
christmas_photo_studio_01_004
Sample 5: Scene [dmbl_02398] Image [005] (Index: 5)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
outdoor, Warm golden sunlight from the upper left, soft and diffused lighting, gentle illumination.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.975
dmbl_00837_004
#2
Rank 2
Sim: 0.961
dmbl_01735_004
#3
Rank 3
Sim: 0.943
dmbl_02398_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.554
AG8A3669-1e8c6de004_005
#602
Rank 602
Sim: -0.568
dmb_0000000787_008
#603
Rank 603
Sim: -0.580
dmb_0000000761_007
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
dmbl_00837_003
#2
Rank 2
Sim: 0.978
dmbl_01735_005
#3
Rank 3
Sim: 0.955
dmbl_02398_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.583
9C4A7107-36fbba840b_001
#602
Rank 602
Sim: -0.588
dmb_0000000761_006
#603
Rank 603
Sim: -0.633
AG8A0067-87cadf087e_000
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
dmbl_00837_003
#2
Rank 2
Sim: 0.980
dmbl_02398_005
#3
Rank 3
Sim: 0.972
dmbl_01735_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.588
AG8A3669-1e8c6de004_005
#602
Rank 602
Sim: -0.608
AG8A0067-87cadf087e_000
#603
Rank 603
Sim: -0.694
dmbl_01182_005
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, direct illumination, sunlight filtering through trees, vibrant scene lighting.
Sim: 0.981
dmbl_01735_006
#2
outdoor, Bright sun from the upper right, vibrant and warm lighting, sunlight filtering through trees.
Sim: 0.942
9C4A9676_006
#3
outdoor, Bright and direct sunlight from the upper right, warm golden hue, clear sky with scattered clouds, vibrant and warm overall color.
Sim: 0.919
dmbl_01595_007
Worst 3 Retrieved Results
#601
indoor, Warm yellow lamp on the desk, soft illumination, cozy glow, natural light from the window, soft diffused brightness, warm inviting ambiance.
Sim: -0.588
lythwood_room_001
#602
outdoor, Bright sun from the upper left, cool blue hue, scattered clouds, cool and slightly muted lighting.
Sim: -0.613
dmbl_03232_004
#603
outdoor, Bright sun directly overhead, cool blue hue, direct light, sandy browns and muted blues.
Sim: -0.660
dmbl_01182_000
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.985
dmbl_02398_000
#2
Rank 2
Sim: 0.979
dmbl_00837_001
#3
Rank 3
Sim: 0.908
0711_42_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.611
9C4A7107-36fbba840b_006
#602
Rank 602
Sim: -0.625
dmbl_01182_000
#603
Rank 603
Sim: -0.728
AG8A0067-87cadf087e_000
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.984
dmbl_02398_003
#2
Rank 2
Sim: 0.983
dmbl_00837_000
#3
Rank 3
Sim: 0.982
0713_49_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.591
lythwood_room_002
#602
Rank 602
Sim: -0.618
9C4A7107-36fbba840b_006
#603
Rank 603
Sim: -0.702
AG8A0067-87cadf087e_000
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.984
dmbl_02398_000
#2
Rank 2
Sim: 0.981
dmbl_00837_001
#3
Rank 3
Sim: 0.934
dmbl_01709_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.641
dmbl_01182_008
#602
Rank 602
Sim: -0.649
9C4A7107-36fbba840b_006
#603
Rank 603
Sim: -0.679
AG8A0067-87cadf087e_000
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
outdoor, Warm golden hue, soft and diffused brightness, sun from the upper left, slightly behind, no artificial lights, warm and slightly muted scene.
Sim: 0.971
dmbl_02398_000
#2
outdoor, Warm golden sunlight from the upper left, soft diffused light, dappled shadows, rich earthy tones.
Sim: 0.963
dmbl_00837_000
#3
outdoor, Bright and direct sunlight from the upper right, warm golden hue, vibrant colors, natural ambiance.
Sim: 0.949
dmbl_01595_001
Worst 3 Retrieved Results
#601
indoor, Warm yellow lamp on the desk, soft illumination, cozy glow, natural light from the window, soft diffused brightness, warm inviting ambiance.
Sim: -0.647
lythwood_room_001
#602
indoor, Bright window at the far end, warm yellow light, recessed strip light on the right, soft glow, warm, inviting tone.
Sim: -0.649
9C4A7107-36fbba840b_008
#603
outdoor, Bright sun directly overhead, cool blue hue, direct light, sandy browns and muted blues.
Sim: -0.716
dmbl_01182_000
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.987
0711_42_001
#2
Rank 2
Sim: 0.945
abandoned_construction_003
#3
Rank 3
Sim: 0.919
0713_49_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.668
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.682
9C4A3193-fcb9a6e6c2_000
#603
Rank 603
Sim: -0.731
9C4A3279-40c54fd0d6_005
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
0711_42_001
#2
Rank 2
Sim: 0.922
abandoned_construction_002
#3
Rank 3
Sim: 0.899
0629_15_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.621
AG8A8479-2fe46c608b_005
#602
Rank 602
Sim: -0.675
9C4A3193-fcb9a6e6c2_000
#603
Rank 603
Sim: -0.689
9C4A3279-40c54fd0d6_005
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.976
0711_42_006
#2
Rank 2
Sim: 0.946
abandoned_construction_003
#3
Rank 3
Sim: 0.906
0629_15_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.651
9C4A0307-ca23f47d11_006
#602
Rank 602
Sim: -0.660
9C4A3193-fcb9a6e6c2_000
#603
Rank 603
Sim: -0.701
9C4A3279-40c54fd0d6_007
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from the sky, bright and diffused, neutral white illumination, shadows from ceiling and buildings, contrast between well-lit and shaded areas, neutral color tone.
Sim: 0.987
0711_42_000
#2
indoor, Bright natural daylight from the left, soft shadows, even illumination, bright diffused white light from an octagonal softbox on the right, neutral white color tone.
Sim: 0.950
christmas_photo_studio_07_000
#3
indoor, Natural light from upper center, bright and diffused, neutral white light, minimal shadows.
Sim: 0.947
0629_15_001
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.721
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.740
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow light, soft glow on wooden walls, consistent warm illumination, cozy ambiance.
Sim: -0.773
9C4A1858-1bcea2070c_006
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.989
dmbl_01735_003
#2
Rank 2
Sim: 0.980
dmbl_02398_005
#3
Rank 3
Sim: 0.959
dmbl_00837_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.533
dmbl_00659_003
#602
Rank 602
Sim: -0.536
dmb_0000000787_007
#603
Rank 603
Sim: -0.592
AG8A0067-87cadf087e_000
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
dmbl_01735_003
#2
Rank 2
Sim: 0.957
dmbl_00837_002
#3
Rank 3
Sim: 0.906
dmbl_02398_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.538
dmbl_00659_004
#602
Rank 602
Sim: -0.538
dmb_0000000761_007
#603
Rank 603
Sim: -0.540
green_point_park_006
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
dmbl_01735_003
#2
Rank 2
Sim: 0.964
dmbl_00837_003
#3
Rank 3
Sim: 0.928
dmbl_02398_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.557
dmb_0000000761_006
#602
Rank 602
Sim: -0.567
AG8A0067-87cadf087e_000
#603
Rank 603
Sim: -0.570
dmbl_00659_002
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, direct illumination, sunlight filtering through trees, vibrant scene lighting.
Sim: 0.971
dmbl_01735_005
#2
outdoor, Bright sun from the upper right, warm golden light, distinct shadows, mix of warm and cool tones.
Sim: 0.949
dmbl_00837_001
#3
outdoor, Bright sun from the upper right, vibrant and warm lighting, sunlight filtering through trees.
Sim: 0.922
9C4A9676_006
Worst 3 Retrieved Results
#601
outdoor, Soft diffused sunlight from the left, cool blue hue, muted earthy tones.
Sim: -0.581
blau_river_004
#602
outdoor, Bright sun directly overhead, cool blue hue, direct light, sandy browns and muted blues.
Sim: -0.585
dmbl_01182_000
#603
outdoor, Bright sun from the upper left, cool blue hue, scattered clouds, cool and slightly muted lighting.
Sim: -0.651
dmbl_03232_004
light_description_summary_embeds → rgb_embeds
Query
outdoor, Warm golden sunlight from the upper left, soft and diffused lighting, gentle illumination.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.977
dmbl_00837_008
#2
Rank 2
Sim: 0.953
dmbl_02398_000
#3
Rank 3
Sim: 0.871
blau_river_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.687
9C4A7107-36fbba840b_006
#602
Rank 602
Sim: -0.700
dmbl_01182_000
#603
Rank 603
Sim: -0.785
AG8A0067-87cadf087e_000
light_description_summary_embeds → envmap_embeds
Query
outdoor, Warm golden sunlight from the upper left, soft and diffused lighting, gentle illumination.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.952
dmbl_02398_006
#2
Rank 2
Sim: 0.922
dmbl_00837_008
#3
Rank 3
Sim: 0.918
dmbl_03232_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.608
dmbl_00759_000
#602
Rank 602
Sim: -0.670
dmbl_01182_000
#603
Rank 603
Sim: -0.683
9C4A7107-36fbba840b_006
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
outdoor, Warm golden sunlight from the upper left, soft and diffused lighting, gentle illumination.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
0711_42_000
#2
Rank 2
Sim: 0.971
dmbl_02398_000
#3
Rank 3
Sim: 0.963
dmbl_00837_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.692
9C4A7107-36fbba840b_006
#602
Rank 602
Sim: -0.692
lythwood_room_002
#603
Rank 603
Sim: -0.765
AG8A0067-87cadf087e_000
light_description_summary_embeds → irradiance_prism_embeds
Query
outdoor, Warm golden sunlight from the upper left, soft and diffused lighting, gentle illumination.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.959
dmbl_02398_000
#2
Rank 2
Sim: 0.953
dmbl_00837_008
#3
Rank 3
Sim: 0.938
dmbl_03232_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.711
dmbl_01182_008
#602
Rank 602
Sim: -0.735
9C4A7107-36fbba840b_006
#603
Rank 603
Sim: -0.751
AG8A0067-87cadf087e_000
Sample 6: Scene [0705_6] Image [004] (Index: 6)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
indoor, Natural light from large windows on the left, soft diffused illumination, recessed strip lights in the ceiling, neutral white light, bright and airy atmosphere.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
0705_6_002
#2
Rank 2
Sim: 0.986
christmas_photo_studio_07_006
#3
Rank 3
Sim: 0.981
AG8A1747-1c71c4733f_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.450
greenwich_park_000
#602
Rank 602
Sim: -0.473
dmbl_01595_008
#603
Rank 603
Sim: -0.538
green_point_park_003
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
AG8A1747-1c71c4733f_008
#2
Rank 2
Sim: 0.988
AG8A5272-ae49e7a1d9_000
#3
Rank 3
Sim: 0.985
0713_49_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.539
green_point_park_002
#602
Rank 602
Sim: -0.561
abandoned_hopper_terminal_01_000
#603
Rank 603
Sim: -0.562
dmb_0000000693_002
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.998
0705_6_005
#2
Rank 2
Sim: 0.986
christmas_photo_studio_07_003
#3
Rank 3
Sim: 0.982
AG8A3669-1e8c6de004_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.504
green_point_park_000
#602
Rank 602
Sim: -0.514
dmb_0000000693_000
#603
Rank 603
Sim: -0.564
dikhololo_night_007
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from the left, soft warm glow from overhead chandelier, balanced neutral lighting, calm and inviting atmosphere.
Sim: 0.986
0731_22_004
#2
indoor, Natural light from large windows on the left, white blinds partially drawn, recessed strip lights in the ceiling, neutral white glow, bright and even illumination.
Sim: 0.983
0705_6_001
#3
indoor, Natural light from the left, soft neutral white glow, overhead recessed strip light, bright neutral white illumination, balanced lighting.
Sim: 0.982
AG8A5272-ae49e7a1d9_008
Worst 3 Retrieved Results
#601
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue, no artificial lights.
Sim: -0.510
green_point_park_002
#602
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue, no artificial lights.
Sim: -0.510
greenwich_park_001
#603
outdoor, Bright sun from the upper right, soft and diffused light, warm golden tones, cool shadows.
Sim: -0.530
dmbl_00837_005
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
AG8A1747-1c71c4733f_001
#2
Rank 2
Sim: 0.987
0713_49_003
#3
Rank 3
Sim: 0.985
artist_workshop_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.429
AG8A8479-2fe46c608b_006
#602
Rank 602
Sim: -0.516
9C4A3279-40c54fd0d6_007
#603
Rank 603
Sim: -0.524
9C4A1858-1bcea2070c_000
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
AG8A1747-1c71c4733f_001
#2
Rank 2
Sim: 0.988
0705_6_005
#3
Rank 3
Sim: 0.986
AG8A3669-1e8c6de004_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.466
9C4A3193-fcb9a6e6c2_000
#602
Rank 602
Sim: -0.592
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.602
9C4A2764-a6b3b13445_007
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
AG8A1747-1c71c4733f_001
#2
Rank 2
Sim: 0.987
0705_6_004
#3
Rank 3
Sim: 0.982
0713_49_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.467
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.474
AG8A8479-2fe46c608b_006
#603
Rank 603
Sim: -0.518
9C4A3279-40c54fd0d6_000
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from large glass windows and doors, recessed strip lights in the ceiling, bright and neutral illumination, soft warm glow, balanced and inviting atmosphere.
Sim: 0.993
AG8A3938-467a295a70_006
#2
indoor, Natural light from large windows, soft recessed ceiling light, bright and balanced illumination, neutral white tone.
Sim: 0.992
0706_39_001
#3
indoor, Natural light from large windows on the left, white blinds partially drawn, recessed strip lights in the ceiling, neutral white glow, bright and even illumination.
Sim: 0.991
0705_6_001
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.528
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.594
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow recessed lights, consistent warm illumination, soft glow on wooden walls, cozy atmosphere.
Sim: -0.633
9C4A1858-1bcea2070c_003
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.990
0705_6_003
#2
Rank 2
Sim: 0.982
AG8A1747-1c71c4733f_000
#3
Rank 3
Sim: 0.979
0713_49_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.448
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.458
9C4A3279-40c54fd0d6_007
#603
Rank 603
Sim: -0.488
green_point_park_000
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
0705_6_003
#2
Rank 2
Sim: 0.989
christmas_photo_studio_07_005
#3
Rank 3
Sim: 0.987
0713_49_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.469
9C4A1858-1bcea2070c_004
#602
Rank 602
Sim: -0.483
dmbl_02759_001
#603
Rank 603
Sim: -0.518
green_point_park_008
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
0705_6_004
#2
Rank 2
Sim: 0.980
AG8A1747-1c71c4733f_000
#3
Rank 3
Sim: 0.979
0713_49_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.494
dmbl_02759_000
#602
Rank 602
Sim: -0.512
dikhololo_night_007
#603
Rank 603
Sim: -0.551
green_point_park_000
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from large windows on the left, recessed strip lights in the ceiling, soft and bright illumination, neutral white glow, evenly illuminated environment.
Sim: 0.997
0705_6_002
#2
indoor, Natural light from large windows on the left, bright neutral white illumination, soft shadows, overhead recessed strip lights, additional neutral white light, predominantly bright and neutral color tone.
Sim: 0.996
AG8A1747-1c71c4733f_008
#3
indoor, Natural light from large windows on the left, fluorescent strip lights on the ceiling, bright and even illumination, neutral white color.
Sim: 0.994
0629_15_006
Worst 3 Retrieved Results
#601
outdoor, Bright sun from the upper right, soft diffused light, cool blue hue, muted scene colors.
Sim: -0.532
blau_river_006
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.533
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow recessed lights, consistent warm illumination, soft glow on wooden walls, cozy atmosphere.
Sim: -0.562
9C4A1858-1bcea2070c_003
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.996
0705_6_003
#2
Rank 2
Sim: 0.984
AG8A1747-1c71c4733f_000
#3
Rank 3
Sim: 0.983
christmas_photo_studio_07_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.421
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.443
dmb_0000000693_000
#603
Rank 603
Sim: -0.455
green_point_park_000
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.995
0705_6_003
#2
Rank 2
Sim: 0.993
christmas_photo_studio_07_005
#3
Rank 3
Sim: 0.984
AG8A1747-1c71c4733f_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.437
9C4A1858-1bcea2070c_004
#602
Rank 602
Sim: -0.446
dmbl_01595_008
#603
Rank 603
Sim: -0.487
green_point_park_003
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
AG8A1747-1c71c4733f_000
#2
Rank 2
Sim: 0.991
0705_6_004
#3
Rank 3
Sim: 0.987
AG8A5272-ae49e7a1d9_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.503
9C4A2764-a6b3b13445_007
#602
Rank 602
Sim: -0.509
dmb_0000000693_002
#603
Rank 603
Sim: -0.547
abandoned_hopper_terminal_01_000
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from large windows on the left, white blinds partially drawn, recessed strip lights in the ceiling, neutral white glow, bright and even illumination.
Sim: 0.994
0705_6_001
#2
indoor, Natural light from large glass windows and doors, recessed strip lights in the ceiling, bright and neutral illumination, soft warm glow, balanced and inviting atmosphere.
Sim: 0.991
AG8A3938-467a295a70_006
#3
indoor, Natural light from large windows, soft recessed ceiling light, bright and balanced illumination, neutral white tone.
Sim: 0.989
0706_39_001
Worst 3 Retrieved Results
#601
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue, no artificial lights.
Sim: -0.485
greenwich_park_001
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.496
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow recessed lights, consistent warm illumination, soft glow on wooden walls, cozy atmosphere.
Sim: -0.537
9C4A1858-1bcea2070c_003
light_description_summary_embeds → rgb_embeds
Query
indoor, Natural light from large windows on the left, soft diffused illumination, recessed strip lights in the ceiling, neutral white light, bright and airy atmosphere.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
0713_49_003
#2
Rank 2
Sim: 0.978
AG8A1747-1c71c4733f_000
#3
Rank 3
Sim: 0.978
0705_6_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.459
9C4A0307-ca23f47d11_002
#602
Rank 602
Sim: -0.527
9C4A1858-1bcea2070c_000
#603
Rank 603
Sim: -0.530
9C4A3279-40c54fd0d6_007
light_description_summary_embeds → envmap_embeds
Query
indoor, Natural light from large windows on the left, soft diffused illumination, recessed strip lights in the ceiling, neutral white light, bright and airy atmosphere.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
0713_49_002
#2
Rank 2
Sim: 0.990
0705_6_003
#3
Rank 3
Sim: 0.987
christmas_photo_studio_07_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.476
9C4A2764-a6b3b13445_003
#602
Rank 602
Sim: -0.477
9C4A0307-ca23f47d11_002
#603
Rank 603
Sim: -0.539
9C4A1858-1bcea2070c_004
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
indoor, Natural light from large windows on the left, soft diffused illumination, recessed strip lights in the ceiling, neutral white light, bright and airy atmosphere.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
0706_39_002
#2
Rank 2
Sim: 0.990
0705_6_004
#3
Rank 3
Sim: 0.987
0731_22_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.493
abandoned_hopper_terminal_01_000
#602
Rank 602
Sim: -0.582
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.607
9C4A2764-a6b3b13445_007
light_description_summary_embeds → irradiance_prism_embeds
Query
indoor, Natural light from large windows on the left, soft diffused illumination, recessed strip lights in the ceiling, neutral white light, bright and airy atmosphere.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.987
0705_6_004
#2
Rank 2
Sim: 0.984
0713_49_003
#3
Rank 3
Sim: 0.977
0706_39_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.469
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.484
AG8A8479-2fe46c608b_006
#603
Rank 603
Sim: -0.537
9C4A3279-40c54fd0d6_000
Sample 7: Scene [dmbl_02841] Image [005] (Index: 7)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
dmbl_02841_005
#2
Rank 2
Sim: 0.981
dmbl_02759_006
#3
Rank 3
Sim: 0.972
dmbl_00759_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.476
dmbl_02042_000
#602
Rank 602
Sim: -0.484
greenwich_park_001
#603
Rank 603
Sim: -0.738
christmas_photo_studio_01_000
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.981
dmbl_02759_006
#2
Rank 2
Sim: 0.979
dmbl_02841_005
#3
Rank 3
Sim: 0.964
dmb_0000000787_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.417
blau_river_000
#602
Rank 602
Sim: -0.465
abandoned_construction_008
#603
Rank 603
Sim: -0.564
christmas_photo_studio_01_000
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
dmbl_02841_005
#2
Rank 2
Sim: 0.985
dmbl_02759_006
#3
Rank 3
Sim: 0.970
dmbl_00759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.496
abandoned_construction_001
#602
Rank 602
Sim: -0.526
greenwich_park_001
#603
Rank 603
Sim: -0.645
christmas_photo_studio_01_000
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, vibrant greens and warm earth tones.
Sim: 0.979
dmbl_02759_006
#2
outdoor, Bright direct sun from the upper left, sharp shadows, vibrant natural colors, cool blue sky.
Sim: 0.968
dmbl_01568_006
#3
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones, natural lighting.
Sim: 0.958
dmb_0000000787_005
Worst 3 Retrieved Results
#601
indoor, Bright recessed strip lights, neutral white illumination, evenly lit space, enhanced beige and blue hues.
Sim: -0.416
9C4A7360-4ab68b5acf_005
#602
indoor, Bright recessed strip light on the right, consistent recessed ceiling lights, neutral white light, balanced and bright ambiance.
Sim: -0.453
0703_11_001
#603
indoor, Bright natural daylight from the right, warm yellow table lamps, warm and inviting overall lighting.
Sim: -0.456
AG8A0067-87cadf087e_005
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
dmbl_02841_005
#2
Rank 2
Sim: 0.978
dmbl_00759_005
#3
Rank 3
Sim: 0.976
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.469
9C4A0307-ca23f47d11_001
#602
Rank 602
Sim: -0.496
greenwich_park_000
#603
Rank 603
Sim: -0.696
christmas_photo_studio_01_000
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.973
dmbl_02468_001
#2
Rank 2
Sim: 0.969
dmbl_02759_006
#3
Rank 3
Sim: 0.952
dmbl_02841_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.416
greenwich_park_001
#602
Rank 602
Sim: -0.461
abandoned_construction_008
#603
Rank 603
Sim: -0.539
christmas_photo_studio_01_000
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
dmbl_02841_005
#2
Rank 2
Sim: 0.981
dmbl_00759_006
#3
Rank 3
Sim: 0.976
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.513
greenwich_park_001
#602
Rank 602
Sim: -0.520
abandoned_construction_001
#603
Rank 603
Sim: -0.646
christmas_photo_studio_01_000
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper left, warm golden hue, direct illumination, warm earthy tones.
Sim: 0.979
dmb_0000000761_006
#2
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, vibrant greens and warm earth tones.
Sim: 0.954
dmbl_02759_006
#3
outdoor, Bright sun from the upper left, warm golden hue, clear blue skies, vibrant natural lighting.
Sim: 0.953
dmbl_03076_005
Worst 3 Retrieved Results
#601
indoor, Circular ceiling light fixture with bright, neutral white illumination, window on the right with soft, warm natural light, balanced ambiance with neutral tones.
Sim: -0.430
0731_22_001
#602
indoor, Bright recessed strip lights, neutral white illumination, evenly lit space, enhanced beige and blue hues.
Sim: -0.438
9C4A7360-4ab68b5acf_005
#603
indoor, Bright recessed strip light on the right, consistent recessed ceiling lights, neutral white light, balanced and bright ambiance.
Sim: -0.472
0703_11_001
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.979
dmbl_02841_005
#2
Rank 2
Sim: 0.975
dmbl_02759_006
#3
Rank 3
Sim: 0.945
dmb_0000000761_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.518
9C4A0307-ca23f47d11_001
#602
Rank 602
Sim: -0.543
0703_11_008
#603
Rank 603
Sim: -0.731
christmas_photo_studio_01_000
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.952
dmbl_02841_005
#2
Rank 2
Sim: 0.952
dmbl_02759_006
#3
Rank 3
Sim: 0.948
dmbl_00759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.515
9C4A7360-4ab68b5acf_000
#602
Rank 602
Sim: -0.555
0703_11_000
#603
Rank 603
Sim: -0.774
christmas_photo_studio_01_000
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.981
dmbl_02759_005
#2
Rank 2
Sim: 0.967
dmbl_02841_005
#3
Rank 3
Sim: 0.955
dmbl_02042_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.536
9C4A2764-a6b3b13445_002
#602
Rank 602
Sim: -0.547
0703_11_000
#603
Rank 603
Sim: -0.715
christmas_photo_studio_01_000
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, vibrant greens and warm earth tones.
Sim: 0.987
dmbl_02759_006
#2
outdoor, Bright direct sun from the upper left, sharp shadows, vibrant natural colors, cool blue sky.
Sim: 0.958
dmbl_01568_006
#3
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones.
Sim: 0.958
dmbl_02841_006
Worst 3 Retrieved Results
#601
indoor, Natural light from the upper right, warm and soft illumination, overhead circular light fixture, neutral white light, evenly distributed brightness, warm and inviting tone.
Sim: -0.527
0731_22_000
#602
indoor, Bright natural daylight from the right, warm yellow table lamps, warm and inviting overall lighting.
Sim: -0.563
AG8A0067-87cadf087e_005
#603
indoor, Bright recessed strip light on the right, consistent recessed ceiling lights, neutral white light, balanced and bright ambiance.
Sim: -0.564
0703_11_001
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
dmbl_02841_005
#2
Rank 2
Sim: 0.984
dmbl_00759_005
#3
Rank 3
Sim: 0.975
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.487
9C4A0307-ca23f47d11_001
#602
Rank 602
Sim: -0.490
greenwich_park_000
#603
Rank 603
Sim: -0.716
christmas_photo_studio_01_000
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
dmbl_02841_005
#2
Rank 2
Sim: 0.986
dmbl_00759_005
#3
Rank 3
Sim: 0.960
dmbl_02759_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.497
greenwich_park_001
#602
Rank 602
Sim: -0.523
dmbl_02042_000
#603
Rank 603
Sim: -0.768
christmas_photo_studio_01_000
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.967
dmbl_02841_005
#2
Rank 2
Sim: 0.966
dmb_0000000787_006
#3
Rank 3
Sim: 0.963
dmbl_02468_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.436
greenwich_park_001
#602
Rank 602
Sim: -0.513
abandoned_construction_008
#603
Rank 603
Sim: -0.545
christmas_photo_studio_01_000
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, vibrant greens and warm earth tones.
Sim: 0.972
dmbl_02759_006
#2
outdoor, Bright sun from the upper left, warm golden hue, direct illumination, warm earthy tones.
Sim: 0.972
dmb_0000000761_005
#3
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones, natural lighting.
Sim: 0.965
dmb_0000000787_005
Worst 3 Retrieved Results
#601
indoor, Recessed strip lights on ceiling, bright neutral white illumination, evenly distributed, consistent light level, neutral color tone.
Sim: -0.442
AG8A8448-3854275406_000
#602
indoor, Bright recessed strip lights, neutral white illumination, evenly lit space, enhanced beige and blue hues.
Sim: -0.468
9C4A7360-4ab68b5acf_005
#603
indoor, Bright recessed strip light on the right, consistent recessed ceiling lights, neutral white light, balanced and bright ambiance.
Sim: -0.493
0703_11_001
light_description_summary_embeds → rgb_embeds
Query
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.993
dmb_0000000761_005
#2
Rank 2
Sim: 0.982
dmb_0000000787_005
#3
Rank 3
Sim: 0.979
dmbl_01182_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.489
greenwich_park_000
#602
Rank 602
Sim: -0.610
abandoned_construction_000
#603
Rank 603
Sim: -0.719
christmas_photo_studio_01_000
light_description_summary_embeds → envmap_embeds
Query
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.987
dmb_0000000761_005
#2
Rank 2
Sim: 0.986
dmb_0000000787_005
#3
Rank 3
Sim: 0.980
dmbl_01182_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.541
9C4A9676_005
#602
Rank 602
Sim: -0.618
abandoned_construction_000
#603
Rank 603
Sim: -0.771
christmas_photo_studio_01_000
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
dmb_0000000787_005
#2
Rank 2
Sim: 0.977
dmbl_01182_006
#3
Rank 3
Sim: 0.958
dmbl_02841_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.520
christmas_photo_studio_01_000
#602
Rank 602
Sim: -0.525
greenwich_park_002
#603
Rank 603
Sim: -0.667
abandoned_construction_008
light_description_summary_embeds → irradiance_prism_embeds
Query
outdoor, Bright sun from the upper left, warm golden hue, clear blue sky, earthy tones.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
dmb_0000000761_005
#2
Rank 2
Sim: 0.982
dmbl_01182_006
#3
Rank 3
Sim: 0.979
dmb_0000000787_005
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.559
9C4A9676_005
#602
Rank 602
Sim: -0.609
christmas_photo_studio_01_000
#603
Rank 603
Sim: -0.646
abandoned_construction_001
Sample 8: Scene [dmbl_02759] Image [003] (Index: 8)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
outdoor, Bright sun from the upper right, cool blue hue, clear sky, natural lighting, mix of cool blues and greens.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.998
dmbl_02759_003
#2
Rank 2
Sim: 0.978
dmb_0000000761_003
#3
Rank 3
Sim: 0.977
dmbl_00759_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.490
AG8A3938-467a295a70_003
#602
Rank 602
Sim: -0.536
abandoned_construction_006
#603
Rank 603
Sim: -0.680
christmas_photo_studio_01_006
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
dmb_0000000693_003
#2
Rank 2
Sim: 0.982
dmb_0000000787_002
#3
Rank 3
Sim: 0.970
dmb_0000000761_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.502
0703_11_008
#602
Rank 602
Sim: -0.508
christmas_photo_studio_07_008
#603
Rank 603
Sim: -0.556
abandoned_construction_006
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
dmb_0000000761_003
#2
Rank 2
Sim: 0.973
dmbl_02759_003
#3
Rank 3
Sim: 0.970
dmbl_02841_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.519
0703_11_007
#602
Rank 602
Sim: -0.537
abandoned_construction_007
#603
Rank 603
Sim: -0.590
christmas_photo_studio_01_006
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, dominant warm tones, sunlight enhances reddish-brown earth and green vegetation.
Sim: 0.982
dmbl_02759_004
#2
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, well-lit landscape.
Sim: 0.976
dmb_0000000693_003
#3
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, earthy tones.
Sim: 0.945
dmbl_02841_008
Worst 3 Retrieved Results
#601
indoor, Recessed strip light above framed photographs, bright neutral white light, focused illumination, additional strip lights along ceiling, consistent bright lighting, well-lit environment, neutral color, clean and modern atmosphere.
Sim: -0.474
0703_11_004
#602
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.482
AG8A3879-55d6896ffe_005
#603
indoor, Natural light from tall narrow windows on the left, soft diffused illumination, additional light from a large arched window, balanced even lighting, warm earthy tone.
Sim: -0.558
abandoned_construction_005
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.998
dmbl_02759_003
#2
Rank 2
Sim: 0.982
dmb_0000000761_003
#3
Rank 3
Sim: 0.972
dmbl_02841_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.513
0703_11_008
#602
Rank 602
Sim: -0.605
abandoned_construction_006
#603
Rank 603
Sim: -0.656
christmas_photo_studio_01_007
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.985
dmb_0000000693_003
#2
Rank 2
Sim: 0.980
dmb_0000000787_002
#3
Rank 3
Sim: 0.962
dmbl_02841_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.521
0703_11_008
#602
Rank 602
Sim: -0.530
christmas_photo_studio_07_008
#603
Rank 603
Sim: -0.591
abandoned_construction_005
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.976
dmb_0000000761_003
#2
Rank 2
Sim: 0.970
dmbl_02841_002
#3
Rank 3
Sim: 0.968
dmbl_02759_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.541
0703_11_007
#602
Rank 602
Sim: -0.567
abandoned_construction_007
#603
Rank 603
Sim: -0.610
christmas_photo_studio_01_006
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, dominant warm tones, sunlight enhances reddish-brown earth and green vegetation.
Sim: 0.973
dmbl_02759_004
#2
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, well-lit landscape.
Sim: 0.969
dmb_0000000693_003
#3
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, earthy tones.
Sim: 0.952
dmbl_02841_008
Worst 3 Retrieved Results
#601
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.494
AG8A3879-55d6896ffe_005
#602
indoor, Recessed strip light above framed photographs, bright neutral white light, focused illumination, additional strip lights along ceiling, consistent bright lighting, well-lit environment, neutral color, clean and modern atmosphere.
Sim: -0.499
0703_11_004
#603
indoor, Natural light from tall narrow windows on the left, soft diffused illumination, additional light from a large arched window, balanced even lighting, warm earthy tone.
Sim: -0.585
abandoned_construction_005
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.963
dmb_0000000761_002
#2
Rank 2
Sim: 0.947
dmbl_02759_003
#3
Rank 3
Sim: 0.934
green_point_park_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.575
AG8A3669-1e8c6de004_005
#602
Rank 602
Sim: -0.587
9C4A9174-b774146358_005
#603
Rank 603
Sim: -0.614
christmas_photo_studio_01_007
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.952
dmb_0000000761_002
#2
Rank 2
Sim: 0.941
dmbl_02759_003
#3
Rank 3
Sim: 0.907
dmbl_03076_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.630
AG8A3669-1e8c6de004_006
#602
Rank 602
Sim: -0.656
AG8A0067-87cadf087e_008
#603
Rank 603
Sim: -0.718
christmas_photo_studio_01_006
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.957
dmb_0000000761_002
#2
Rank 2
Sim: 0.943
dmbl_02759_003
#3
Rank 3
Sim: 0.942
dmb_0000000693_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.606
AG8A1747-1c71c4733f_008
#602
Rank 602
Sim: -0.617
christmas_photo_studio_01_004
#603
Rank 603
Sim: -0.635
AG8A3669-1e8c6de004_005
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, vibrant and natural lighting, warm golden hue, no artificial lights.
Sim: 0.944
dmbl_01568_002
#2
outdoor, Bright sun from the upper right, vibrant scene lighting, warm golden hue.
Sim: 0.936
greenwich_park_003
#3
outdoor, Bright sun from the upper right, warm golden hue, dominant warm tones, sunlight enhances reddish-brown earth and green vegetation.
Sim: 0.925
dmbl_02759_004
Worst 3 Retrieved Results
#601
indoor, Natural light from tall narrow windows on the left, soft diffused illumination, additional light from a large arched window, balanced even lighting, warm earthy tone.
Sim: -0.588
abandoned_construction_005
#602
indoor, Bright window on the left, recessed strip light on the ceiling, warm yellow hue, cozy atmosphere.
Sim: -0.634
9C4A7107-36fbba840b_007
#603
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.649
AG8A3879-55d6896ffe_005
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.984
dmb_0000000693_003
#2
Rank 2
Sim: 0.983
dmb_0000000761_003
#3
Rank 3
Sim: 0.976
dmbl_00759_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.493
artist_workshop_005
#602
Rank 602
Sim: -0.524
abandoned_construction_006
#603
Rank 603
Sim: -0.598
christmas_photo_studio_01_007
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
dmbl_00759_003
#2
Rank 2
Sim: 0.982
dmbl_03076_002
#3
Rank 3
Sim: 0.962
dmbl_02759_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.491
AG8A3669-1e8c6de004_006
#602
Rank 602
Sim: -0.502
AG8A3879-55d6896ffe_006
#603
Rank 603
Sim: -0.642
christmas_photo_studio_01_006
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.981
dmb_0000000761_003
#2
Rank 2
Sim: 0.973
dmbl_00759_006
#3
Rank 3
Sim: 0.970
9C4A8473_001
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.509
0703_11_008
#602
Rank 602
Sim: -0.510
christmas_photo_studio_07_008
#603
Rank 603
Sim: -0.522
abandoned_construction_006
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
outdoor, Bright sun from the upper right, warm golden hue, dominant warm tones, sunlight enhances reddish-brown earth and green vegetation.
Sim: 0.989
dmbl_02759_004
#2
outdoor, Bright sun from the upper right, warm golden hue, clear blue skies, well-lit terrain, inactive streetlights.
Sim: 0.983
dmbl_00666_002
#3
outdoor, Bright sun from the upper right, warm golden hue, clear blue sky, well-lit landscape.
Sim: 0.982
dmb_0000000693_003
Worst 3 Retrieved Results
#601
indoor, Recessed strip light above framed photographs, bright neutral white light, focused illumination, additional strip lights along ceiling, consistent bright lighting, well-lit environment, neutral color, clean and modern atmosphere.
Sim: -0.464
0703_11_004
#602
indoor, Bright window on the left, soft diffused light, recessed strip light centrally, warm yellow glow, warm inviting ambiance, balanced natural and artificial light.
Sim: -0.499
AG8A3879-55d6896ffe_005
#603
indoor, Natural light from tall narrow windows on the left, soft diffused illumination, additional light from a large arched window, balanced even lighting, warm earthy tone.
Sim: -0.523
abandoned_construction_005
light_description_summary_embeds → rgb_embeds
Query
outdoor, Bright sun from the upper right, cool blue hue, clear sky, natural lighting, mix of cool blues and greens.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.987
dmb_0000000787_002
#2
Rank 2
Sim: 0.981
dmbl_02759_002
#3
Rank 3
Sim: 0.980
dmbl_01568_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.525
dmbl_03232_007
#602
Rank 602
Sim: -0.536
AG8A3938-467a295a70_002
#603
Rank 603
Sim: -0.582
abandoned_construction_005
light_description_summary_embeds → envmap_embeds
Query
outdoor, Bright sun from the upper right, cool blue hue, clear sky, natural lighting, mix of cool blues and greens.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.990
dmb_0000000787_002
#2
Rank 2
Sim: 0.986
dmbl_01568_003
#3
Rank 3
Sim: 0.965
dmbl_02759_002
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.512
dmbl_03232_007
#602
Rank 602
Sim: -0.556
abandoned_construction_006
#603
Rank 603
Sim: -0.561
christmas_photo_studio_01_006
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
outdoor, Bright sun from the upper right, cool blue hue, clear sky, natural lighting, mix of cool blues and greens.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
9C4A8473_002
#2
Rank 2
Sim: 0.980
dmbl_00759_003
#3
Rank 3
Sim: 0.979
dmbl_03076_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.502
AG8A3938-467a295a70_001
#602
Rank 602
Sim: -0.515
dmbl_03232_000
#603
Rank 603
Sim: -0.597
abandoned_construction_005
light_description_summary_embeds → irradiance_prism_embeds
Query
outdoor, Bright sun from the upper right, cool blue hue, clear sky, natural lighting, mix of cool blues and greens.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.989
dmb_0000000787_002
#2
Rank 2
Sim: 0.980
dmbl_02841_001
#3
Rank 3
Sim: 0.963
dmbl_01568_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.525
AG8A3938-467a295a70_002
#602
Rank 602
Sim: -0.529
dmbl_03232_006
#603
Rank 603
Sim: -0.580
abandoned_construction_005
Sample 9: Scene [0711_42] Image [004] (Index: 9)
📋 Modalities
rgb
rgb_embeds
envmap
envmap_embeds
envmap_diffusionlightturbo
envmap_diffusionlightturbo_embeds
irradiance_prism
irradiance_prism_embeds
light_description_summary
indoor, Natural light from large windows on the left, additional light from open structure on the right, cool neutral tone, overcast sky.
🌐 Environment Map (Spherical Harmonics)
rgb SH
EnvMap SH rgb_embeds
envmap SH
EnvMap SH envmap_embeds
envmap_diffusionlightturbo SH
EnvMap SH envmap_diffusionlightturbo_embeds
irradiance_prism SH
EnvMap SH irradiance_prism_embeds
light_description_summary SH
EnvMap SH light_description_summary_embeds
🌍 Environment Map Ground Truth (Spherical Harmonics)
rgb SH GT
EnvMap SH GT rgb_embeds
envmap SH GT
EnvMap SH GT envmap_embeds
envmap_diffusionlightturbo SH GT
EnvMap SH GT envmap_diffusionlightturbo_embeds
irradiance_prism SH GT
EnvMap SH GT irradiance_prism_embeds
light_description_summary SH GT
EnvMap SH GT light_description_summary_embeds
rgb_embeds → envmap_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
0711_42_004
#2
Rank 2
Sim: 0.960
abandoned_construction_005
#3
Rank 3
Sim: 0.948
0629_15_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.577
9C4A1858-1bcea2070c_004
#602
Rank 602
Sim: -0.582
9C4A2764-a6b3b13445_004
#603
Rank 603
Sim: -0.592
9C4A3279-40c54fd0d6_005
rgb_embeds → envmap_diffusionlightturbo_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.981
0711_42_007
#2
Rank 2
Sim: 0.958
dmbl_02398_005
#3
Rank 3
Sim: 0.946
0713_49_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.635
9C4A0307-ca23f47d11_002
#602
Rank 602
Sim: -0.664
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.726
9C4A2764-a6b3b13445_007
rgb_embeds → irradiance_prism_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.989
0711_42_004
#2
Rank 2
Sim: 0.934
0629_15_000
#3
Rank 3
Sim: 0.918
0713_49_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.570
9C4A2764-a6b3b13445_007
#602
Rank 602
Sim: -0.572
9C4A0389-f0ecdf64ec_003
#603
Rank 603
Sim: -0.623
9C4A3279-40c54fd0d6_003
rgb_embeds → light_description_summary_embeds
Query
Query
rgb_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from large upper windows, bright and even illumination, neutral white light, warm scene due to brick walls.
Sim: 0.984
abandoned_construction_003
#2
indoor, Natural light from the sky, bright and diffused, neutral white illumination, subtle shadows from ceiling and structures, cool neutral color tone.
Sim: 0.973
0711_42_008
#3
indoor, Natural light from upper center, bright and diffused, neutral white light, minimal shadows.
Sim: 0.966
0629_15_001
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.652
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.705
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow light, soft glow on wooden walls, consistent warm illumination, cozy ambiance.
Sim: -0.724
9C4A1858-1bcea2070c_006
envmap_embeds → rgb_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.985
0711_42_008
#2
Rank 2
Sim: 0.951
0629_15_000
#3
Rank 3
Sim: 0.944
abandoned_construction_003
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.613
AG8A8479-2fe46c608b_003
#602
Rank 602
Sim: -0.619
9C4A1858-1bcea2070c_000
#603
Rank 603
Sim: -0.674
9C4A3279-40c54fd0d6_005
envmap_embeds → envmap_diffusionlightturbo_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.988
0711_42_004
#2
Rank 2
Sim: 0.975
dmbl_02398_005
#3
Rank 3
Sim: 0.968
0713_49_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.641
9C4A3279-40c54fd0d6_006
#602
Rank 602
Sim: -0.679
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.750
9C4A2764-a6b3b13445_007
envmap_embeds → irradiance_prism_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.982
0711_42_008
#2
Rank 2
Sim: 0.935
0629_15_001
#3
Rank 3
Sim: 0.899
0713_49_007
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.594
9C4A3193-fcb9a6e6c2_008
#602
Rank 602
Sim: -0.596
AG8A8479-2fe46c608b_003
#603
Rank 603
Sim: -0.644
9C4A3279-40c54fd0d6_004
envmap_embeds → light_description_summary_embeds
Query
Query
envmap_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from the sky, bright and diffused, neutral white illumination, shadows from ceiling and buildings, contrast between well-lit and shaded areas, neutral color tone.
Sim: 0.984
0711_42_000
#2
indoor, Natural light from large upper windows, bright and even illumination, neutral white light, warm scene due to brick walls.
Sim: 0.980
abandoned_construction_003
#3
indoor, Natural light from upper center, bright and diffused, neutral white light, minimal shadows.
Sim: 0.976
0629_15_001
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.684
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.713
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow light, soft glow on wooden walls, consistent warm illumination, cozy ambiance.
Sim: -0.739
9C4A1858-1bcea2070c_006
envmap_diffusionlightturbo_embeds → rgb_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.987
0711_42_008
#2
Rank 2
Sim: 0.934
0713_49_007
#3
Rank 3
Sim: 0.929
0629_15_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.663
9C4A1858-1bcea2070c_004
#602
Rank 602
Sim: -0.663
9C4A0307-ca23f47d11_002
#603
Rank 603
Sim: -0.710
9C4A3279-40c54fd0d6_003
envmap_diffusionlightturbo_embeds → envmap_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.994
0711_42_008
#2
Rank 2
Sim: 0.928
0629_15_004
#3
Rank 3
Sim: 0.925
abandoned_construction_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.644
9C4A0307-ca23f47d11_003
#602
Rank 602
Sim: -0.645
9C4A3193-fcb9a6e6c2_008
#603
Rank 603
Sim: -0.671
9C4A3279-40c54fd0d6_005
envmap_diffusionlightturbo_embeds → irradiance_prism_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.981
0711_42_008
#2
Rank 2
Sim: 0.910
0629_15_001
#3
Rank 3
Sim: 0.895
abandoned_construction_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.643
AG8A8479-2fe46c608b_003
#602
Rank 602
Sim: -0.648
9C4A0389-f0ecdf64ec_003
#603
Rank 603
Sim: -0.693
9C4A3279-40c54fd0d6_003
envmap_diffusionlightturbo_embeds → light_description_summary_embeds
Query
Query
envmap_diffusionlightturbo_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from the sky, bright and diffused, neutral white illumination, shadows from ceiling and buildings, contrast between well-lit and shaded areas, neutral color tone.
Sim: 0.990
0711_42_000
#2
indoor, Natural light from upper center, bright and diffused, neutral white light, minimal shadows.
Sim: 0.981
0629_15_001
#3
indoor, Natural light from large upper windows, bright and even illumination, neutral white light, warm scene due to brick walls.
Sim: 0.964
abandoned_construction_003
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow recessed strip light, soft glow on walls and floor, warm orange and yellow hues.
Sim: -0.728
9C4A0307-ca23f47d11_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.745
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow light, soft glow on wooden walls, consistent warm illumination, cozy ambiance.
Sim: -0.778
9C4A1858-1bcea2070c_006
irradiance_prism_embeds → rgb_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.989
0711_42_004
#2
Rank 2
Sim: 0.963
abandoned_construction_003
#3
Rank 3
Sim: 0.952
0629_15_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.543
AG8A8479-2fe46c608b_002
#602
Rank 602
Sim: -0.568
9C4A0307-ca23f47d11_002
#603
Rank 603
Sim: -0.598
9C4A3279-40c54fd0d6_005
irradiance_prism_embeds → envmap_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.971
0711_42_004
#2
Rank 2
Sim: 0.964
abandoned_construction_005
#3
Rank 3
Sim: 0.928
0629_15_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.518
dmbl_01182_000
#602
Rank 602
Sim: -0.534
9C4A3279-40c54fd0d6_005
#603
Rank 603
Sim: -0.557
9C4A2764-a6b3b13445_004
irradiance_prism_embeds → envmap_diffusionlightturbo_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.963
0711_42_007
#2
Rank 2
Sim: 0.953
dmbl_02398_005
#3
Rank 3
Sim: 0.940
0713_49_006
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.594
9C4A0307-ca23f47d11_002
#602
Rank 602
Sim: -0.605
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.675
9C4A2764-a6b3b13445_007
irradiance_prism_embeds → light_description_summary_embeds
Query
Query
irradiance_prism_embeds
Top 3 Retrieved Results
#1
indoor, Natural light from large upper windows, bright and even illumination, neutral white light, warm scene due to brick walls.
Sim: 0.985
abandoned_construction_003
#2
indoor, Natural light from large windows on the left, additional light from open structure on the right, cool neutral tone, overcast sky.
Sim: 0.954
0711_42_004
#3
indoor, Natural light from upper center, bright and diffused, neutral white light, minimal shadows.
Sim: 0.951
0629_15_001
Worst 3 Retrieved Results
#601
indoor, Bright warm yellow light from recessed strip light, consistent warm glow from ceiling lights, overall warm yellow tones.
Sim: -0.597
AG8A8479-2fe46c608b_002
#602
indoor, Bright warm yellow light, soft glow on shelves, cozy atmosphere
Sim: -0.653
9C4A3279-40c54fd0d6_007
#603
indoor, Bright warm yellow light, soft glow on wooden walls, consistent warm illumination, cozy ambiance.
Sim: -0.673
9C4A1858-1bcea2070c_006
light_description_summary_embeds → rgb_embeds
Query
indoor, Natural light from large windows on the left, additional light from open structure on the right, cool neutral tone, overcast sky.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.991
0711_42_007
#2
Rank 2
Sim: 0.983
0713_49_007
#3
Rank 3
Sim: 0.978
0629_15_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.642
9C4A0307-ca23f47d11_002
#602
Rank 602
Sim: -0.683
9C4A1858-1bcea2070c_000
#603
Rank 603
Sim: -0.710
9C4A3279-40c54fd0d6_006
light_description_summary_embeds → envmap_embeds
Query
indoor, Natural light from large windows on the left, additional light from open structure on the right, cool neutral tone, overcast sky.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.977
0629_15_005
#2
Rank 2
Sim: 0.971
0713_49_007
#3
Rank 3
Sim: 0.964
0711_42_004
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.631
AG8A8479-2fe46c608b_005
#602
Rank 602
Sim: -0.644
9C4A3193-fcb9a6e6c2_000
#603
Rank 603
Sim: -0.659
9C4A3279-40c54fd0d6_006
light_description_summary_embeds → envmap_diffusionlightturbo_embeds
Query
indoor, Natural light from large windows on the left, additional light from open structure on the right, cool neutral tone, overcast sky.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.975
0713_49_005
#2
Rank 2
Sim: 0.972
0711_42_007
#3
Rank 3
Sim: 0.958
0629_15_000
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.675
9C4A0307-ca23f47d11_003
#602
Rank 602
Sim: -0.727
9C4A1858-1bcea2070c_004
#603
Rank 603
Sim: -0.792
9C4A2764-a6b3b13445_007
light_description_summary_embeds → irradiance_prism_embeds
Query
indoor, Natural light from large windows on the left, additional light from open structure on the right, cool neutral tone, overcast sky.
light_description_summary_embeds
Top 3 Retrieved Results
#1
Rank 1
Sim: 0.983
0711_42_008
#2
Rank 2
Sim: 0.966
0713_49_007
#3
Rank 3
Sim: 0.955
0629_15_008
Worst 3 Retrieved Results
#601
Rank 601
Sim: -0.627
9C4A1858-1bcea2070c_000
#602
Rank 602
Sim: -0.627
9C4A3193-fcb9a6e6c2_000
#603
Rank 603
Sim: -0.690
9C4A3279-40c54fd0d6_007