| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ShapeNet | SATO | Chamfer Distance (CD)0.002 | 10 | 1mo ago | |
| GSO 8 (test) | GSV3D | PSNR20.39 | 7 | 1d ago | |
| Text-to-3D prompts 20 examples (test) | PFD | CLIP Similarity32.89 | 5 | 22d ago | |
| PartRel3D | DreamPartGen | Chamfer Distance (CD)0.081 | 5 | 2mo ago | |
| ABO | DreamPartGen | CD0.101 | 5 | 2mo ago | |
| CO3D | Control3D_IP | CLIP Similarity0.73 | 5 | 3mo ago | |
| GSO | Magic123 | CLIP Similarity0.763 | 5 | 3mo ago | |
| RF15 | Control3D_IP | CLIP Similarity0.85 | 5 | 3mo ago | |
| 1,200 images (real-world and synthetic) (test) | Consistent Adversarial Distillation | CLIP Image Score (ViT-L/14)82.56 | 5 | 3mo ago | |
| A3D | ATATA | CLIP Similarity28.29 | 4 | 3mo ago | |
| Objaverse-LVIS 5,000-object (geometry-clean) | C2LT-3D | Chamfer Distance0.0369 | 3 | 22d ago |
