| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| UniLat1K | TIGON | CLIP Score92.42 | 16 | 25d ago | |
| Toys4K | TIGON | CLIP Score92.97 | 16 | 25d ago | |
| Real 3D Datasets GSO, Omni3D, DTC | Photo3D | CLIP0.864 | 9 | 1mo ago | |
| ImageNet | Photo3D | CLIP Score0.679 | 9 | 1mo ago | |
| OmniObject3D | GaussianCube | FID (50K)11.62 | 9 | 1mo ago | |
| HY3D-Bench (val) | TRELLIS | ULIP Score0.2133 | 8 | 24d ago | |
| HY3D-Bench (test) | Know3D | ULIP Score0.2174 | 8 | 24d ago | |
| GPTEval3D (test) | SD→SV3D + Uni-C | IQA3.3272 | 6 | 25d ago | |
| Text-to-3D Prompts (test) | GCS-BEG | Quality7.81 | 6 | 1mo ago | |
| ShapeNet Chairs | DI-PCG | CD0.093 | 6 | 1mo ago | |
| DI-PCG (test) | DI-PCG | CD0.033 | 6 | 1mo ago | |
| Computational Cost Evaluation | Trellis | VRAM (GB)17 | 5 | 18d ago | |
| AFHQ cats (train) | pi-GAN | FID16 | 4 | 1mo ago | |
| FFHQ faces (train) | EG3D | FID19.8 | 4 | 1mo ago | |
| ShapeNet (average) | EG3D | FID13.3 | 4 | 1mo ago | |
| ShapeNet chair | EG3D | FID10.5 | 4 | 1mo ago | |
| ShapeNet plane | EG3D | FID15 | 4 | 1mo ago | |
| ShapeNet car | EG3D | FID14.4 | 4 | 1mo ago | |
| CLEVR 1 (test) | EG3D | FID15.6 | 3 | 1mo ago | |
| ModelNet40 Table (test) | TAPS3D | FPD1,468.43 | 3 | 1mo ago | |
| ModelNet40 Chair (test) | TAPS3D | FPD342.23 | 3 | 1mo ago | |
| 3D Generation | Ferrari CLIP Score (%)30 | 2 | 1mo ago |
