Evaluation Benchmark

# CatalogStitch-Eval

A 58-example benchmark for catalog image compositing, with masks, model outputs, metadata, interactive viewers, and PDF summaries.

35 Examples

## Dimension-Aware Viewer

Browse aspect-ratio mismatch cases. Compare OmniPaint, InsertAnything, and ObjectStitch outputs across freeform, bounding box, and dimension-aware masks.

Open Viewer
PDF Summary
23 Examples

## Occlusion Viewer

Browse occlusion-heavy scenes. Compare before/after restoration results for InsertAnything and ObjectStitch with overlap mask visualization.

Open Viewer
PDF Summary

### Dataset Structure

Component | Path | Description
--- | --- | ---
Background images | `images/backgrounds/` | High-resolution scene images with target product regions
Product images | `images/products/` | Replacement product images for compositing
Masks | `masks/` | Freeform, bounding box, and dimension-aware masks per example
Model outputs | `results/` | Composited outputs from ObjectStitch, OmniPaint, and InsertAnything
Metadata | `dataset_metadata.json` | Source URLs, licensing information, and quantitative metrics
PDF summaries | `additional_results_*.pdf` | Full visual results for all 58 benchmark examples

All masks and model outputs are bundled and render directly in the interactive viewers above. Generated assets (without external source URLs) are explicitly marked in the metadata.