Metric: CLIP Similarity (higher is better)
| # | Model↕ | CLIP Similarity▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Human-VDM | 0.9235 | No | Human-VDM: Learning Single-Image 3D Human Gaussi... | 2024-09-04 | Code |
| 2 | Ultraman | 0.9131 | No | Ultraman: Single Image 3D Human Reconstruction w... | 2024-03-18 | Code |
| 3 | SiTH | 0.8978 | No | SiTH: Single-view Textured Human Reconstruction ... | 2023-11-27 | Code |
| 4 | PaMIR | 0.8861 | No | PaMIR: Parametric Model-Conditioned Implicit Rep... | 2020-07-08 | Code |
| 5 | SIFU | 0.8663 | No | SIFU: Side-view Conditioned Implicit Function fo... | 2023-12-10 | Code |
| 6 | PIFu | 0.8501 | No | PIFu: Pixel-Aligned Implicit Function for High-R... | 2019-05-13 | Code |