Human Mesh Recovery on RICH
22.2MPJPEMAMMA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MAMMA2025.06 | 22.2 | — | — | — | 19.76 | |
| MAMMA-C2025.06 | 22.2 | — | — | — | 19.76 | |
| CameraHMR2025.06 | 25.61 | — | — | — | 21.36 | |
| DiffProxytrained on specific dataset=false2026.01 | 29.6 | 23.5 | 27.6 | 31.5 | — | |
| EasyMoCaptrained on specific dataset=false2026.01 | 39.2 | 30.4 | 42.3 | 50 | — | |
| LookMa*2025.06 | 39.52 | — | — | — | 30.29 | |
| SMPLest-Xtrained on specific dataset=true2026.01 | 42.8 | 26.5 | 33.6 | 51.7 | — | |
| FactorizedHMRProcessing type=Temporal, Trained with 3DPW training set=true2026.05 | 65.8 | 39.1 | — | — | 74.5 | |
| GVHMRProcessing type=Temporal, Trained with 3DPW training set=true2026.05 | 66 | 39.5 | — | — | 74.4 | |
| WHAMProcessing type=Temporal, Trained with 3DPW training set=true2026.05 | 80 | 44.3 | — | — | 91.2 | |
| Human3Rtrained on specific dataset=false2026.01 | 80.1 | 46.2 | 56.3 | 94.1 | — | |
| ReFitProcessing type=Per-frame, Trained with 3DPW training set=true2026.05 | 80.7 | 47.9 | — | — | 92.9 | |
| HeatFormertrained on specific dataset=false2026.01 | 88.8 | 44.9 | 63.1 | 106.7 | — | |
| HMR2.0Processing type=Per-frame, Trained with 3DPW training set=false2026.05 | 96 | 48.1 | — | — | 110.9 | |
| SMPLfiy2025.06 | 96.18 | — | — | — | 71.42 | |
| HybrIKProcessing type=Per-frame, Trained with 3DPW training set=true2026.05 | 96.8 | 56.4 | — | — | 110.4 | |
| CLIFFProcessing type=Per-frame, Trained with 3DPW training set=true2026.05 | 102.6 | 56.6 | — | — | 115 | |
| VIBEProcessing type=Temporal, Trained with 3DPW training set=true2026.05 | 120.5 | 68.4 | — | — | 140.2 | |
| U-HMRtrained on specific dataset=false2026.01 | 140.8 | 66.1 | 82.9 | 168.7 | — | |
| CoMotion2026.03 | — | — | 128.7 | — | — | |
| GVHMR2026.03 | — | — | 121.4 | — | — | |
| HMR 2.02026.03 | — | — | 116.2 | — | — | |
| MUCtrained on specific dataset=true2026.01 | — | 33.2 | 40.5 | — | — | |
| PACEProcessing type=Temporal, Trained with 3DPW training set=false2026.05 | — | 49.3 | — | — | — | |
| Patient4D2026.03 | — | — | 99.8 | — | — | |
| PromptHMR2026.03 | — | — | 108.5 | — | — | |
| SLAHMRProcessing type=Temporal, Trained with 3DPW training set=false2026.05 | — | 52.5 | — | — | — | |
| SMPLest-X2026.03 | — | — | 142.3 | — | — |