Human Mesh Reconstruction on 3DPW 14 joints (test)
35.1PA-MPJPECameraHMR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CameraHMRInput format=cropped image, uses ground truth focal length=false2025.04 | 35.1 | 56 | 65.9 | — | |
| PromptHMR-VidInput format=video, uses ground truth focal length=false2025.04 | 35.5 | 56.9 | 67.3 | — | |
| VIMO2024.03 | 35.6 | 59.3 | 69.6 | 4.9 | |
| TRAMInput format=video, uses ground truth focal length=false2025.04 | 35.6 | 59.3 | 69.6 | — | |
| WHAM (ViT)Processing=temporal2024.03 | 35.9 | 57.8 | 68.7 | 6.6 | |
| PromptHMR*Input format=full image, uses ground truth focal length=true2025.04 | 36.6 | 58.7 | 69.4 | — | |
| GVHMRInput format=video, uses ground truth focal length=false2025.04 | 37 | 56.6 | 68.7 | — | |
| HMR2.0(ft)description=finetuned transformer decoder baseline2024.03 | 37.3 | 63.2 | 74.3 | 14.8 | |
| WHAMInput format=video, uses ground truth focal length=false2025.04 | 37.5 | 59.8 | 71.5 | — | |
| ReFitProcessing=per-frame2024.03 | 40.5 | 65.3 | 75.1 | 18.5 | |
| HybrIKProcessing=per-frame2024.03 | 41.8 | 71.6 | 82.3 | — | |
| CLIFFProcessing=per-frame2024.03 | 43 | 69 | 81.2 | 22.5 | |
| CLIFF*Input format=cropped image, uses ground truth focal length=true2025.04 | 43 | 69 | 81.2 | — | |
| TokenHMRInput format=cropped image, uses ground truth focal length=false2025.04 | 44.3 | 71 | 84.6 | — | |
| HMR2.0Processing=per-frame2024.03 | 44.4 | 69.8 | 82.2 | 18.1 | |
| HMR2.0aInput format=cropped image, uses ground truth focal length=false2025.04 | 44.4 | 69.8 | 82.2 | — | |
| Multi-HMR*Input format=full image, uses ground truth focal length=true2025.04 | 45.9 | 73.1 | 87.1 | — | |
| PAREProcessing=per-frame2024.03 | 46.5 | 74.5 | 88.6 | — | |
| BEVInput format=full image, uses ground truth focal length=false2025.04 | 46.9 | 78.5 | 92.3 | — | |
| GLOTProcessing=temporal2024.03 | 50.6 | 80.7 | 96.4 | 6 | |
| TRACEProcessing=temporal2024.03 | 50.9 | 79.1 | 95.4 | 28.6 | |
| GLAMRProcessing=temporal2024.03 | 51.1 | — | — | 8 | |
| VIBEProcessing=temporal2024.03 | 51.9 | 82.9 | 98.4 | 18.5 | |
| MPS-NetProcessing=temporal2024.03 | 52.1 | 84.3 | 99 | 6.5 | |
| TCMRProcessing=temporal2024.03 | 52.7 | 86.5 | 101.4 | 6 | |
| SPINProcessing=per-frame2024.03 | 59.2 | 96.9 | 112.8 | 31.4 |