A 58-example benchmark for catalog image compositing, with masks, model outputs, metadata, interactive viewers, and PDF summaries.
Browse aspect-ratio mismatch cases. Compare OmniPaint, InsertAnything, and ObjectStitch outputs across freeform, bounding box, and dimension-aware masks.
Browse occlusion-heavy scenes. Compare before/after restoration results for InsertAnything and ObjectStitch with overlap mask visualization.
| 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.