| Paper | Code | CLIP Similarity | SSIM | LPIPS | PSNR | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Human-VDM: Learning Single-Image 3D Human Gaussian Splatting from Video Diffusion Models | ✓ Link | 0.9235 | 0.9228 | 0.0957 | 20.068 | Human-VDM | 2024-09-04 |
| Ultraman: Single Image 3D Human Reconstruction with Ultra Speed and Detail | ✓ Link | 0.9131 | 0.8958 | 0.1338 | 17.4877 | Ultraman | 2024-03-18 |
| SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion | ✓ Link | 0.8978 | 0.8963 | 0.1396 | 17.0533 | SiTH | 2023-11-27 |
| PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction | ✓ Link | 0.8861 | 0.8924 | 0.1461 | 16.6267 | PaMIR | 2020-07-08 |
| SIFU: Side-view Conditioned Implicit Function for Real-world Usable Clothed Human Reconstruction | ✓ Link | 0.8663 | 0.7931 | 0.1500 | 16.4600 | SIFU | 2023-12-10 |
| PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization | ✓ Link | 0.8501 | 0.8884 | 0.1615 | 15.0248 | PIFu | 2019-05-13 |