| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CAPE-NFP | PSHuman | Chamfer Distance0.0097 | 58 | 3mo ago | |
| CAPE-FP | HiLo | Chamfer Distance0.6954 | 51 | 3mo ago | |
| CAPE | HiLo | Chamfer Dist.0.6784 | 47 | 8d ago | |
| ZJU Mocap (test) | HUGS | PSNR34.11 | 36 | 1mo ago | |
| THuman 2.0 (test) | SIFU | Chamfer Distance0.5961 | 24 | 3mo ago | |
| BUFF (test) | PF+VF+psi_t+(RZ) | P2S Distance0.568 | 23 | 3mo ago | |
| THuman 2.1 | PSHuman | Chamfer Distance (cm)0.4399 | 17 | 3mo ago | |
| 2K2K (test) | HumanNOVA | Chamfer Distance (Pred to GT)1.045 | 16 | 1d ago | |
| THuman2 (test) | HumanNOVA | CD (Pred to GT)1.027 | 16 | 1d ago | |
| CustomHuman (test) | HumanNOVA | Chamfer Distance (P2G)1.052 | 16 | 1d ago | |
| THuman 2.1 (test) | HumanRAM | PSNR33.16 | 16 | 1mo ago | |
| RenderPeople (test) | ARCH++ | Normal Error0.03 | 16 | 3mo ago | |
| Monocular 3D Human Reconstruction (test) | DiffHuman | Ch. Distance1.09 | 15 | 3mo ago | |
| AGORA 50 | ICON_{N†} | Chamfer Distance1.153 | 15 | 3mo ago | |
| Computational Efficiency Evaluation | MultiGO | Inference Time0.6 | 13 | 2mo ago | |
| RenderPeople | FRESA (Full Model) | Normal Error0.024 | 12 | 3mo ago | |
| THUman and Twindom averaged v2.0 (test) | TransferLoss | CD (L1)0.122 | 11 | 3mo ago | |
| BUFF | PaMIR | P2S Distance0.709 | 11 | 3mo ago | |
| 4D-Dress | UP2You | Chamfer Distance1.14 | 9 | 2mo ago | |
| CustomHuman | Human3Diffusion | PSNR33.75 | 9 | 3mo ago | |
| 2K2K | JGA-LBD | PSNR30.16 | 9 | 3mo ago | |
| EHF SMPL-X (test) | NLF-L | MVE Full-body36.3 | 9 | 3mo ago | |
| CAPE multi-view | SeSDF | Chamfer Distance0.841 | 9 | 3mo ago | |
| THuman 2.0 (multi-view) | SeSDF | Chamfer Distance0.791 | 9 | 3mo ago | |
| 3DPW PC | Discriminative-Generative Synergy Framework | MPJPE80 | 8 | 1mo ago |
