# Vox-E: Text-guided Voxel Editing of 3D Objects

## Supplementary Material

##### Please click on the sections below to view our interactive results, comparisons and ablations:

- Our Results
- Our Results on Extreme Edits
- Our Results on Real Scenes
- Comparisons
- Ablations
- Additional Ablations

## Ablations

We ablate the key components in our framework by comparing against an image-space L2 loss (col 2) and showing our result before (col 3) and after (col 4) refinement.
Due to space-constraints, we don't show an image-space L1 loss (which performs similarly to an image-space L2 loss), or volumetric L1 and L2 losses (which also underperform our correlation-based volumetric loss).
However, in the accompanying PDF we provide a quantitative comparison also to these additional image-space and volumetric losses.

| Input | Image space L2 | Ours unrefined | Ours refined
--- | --- | --- | --- | ---
#### A kangaroo wearing a christmas sweater |  |  |  |
#### A dog wearing big sunglasses |  |  |  |
#### A cat wearing a birthday party hat |  |  |  |