Video-based Human Mesh Recovery on 3DPW standard (test)
25.4PA-MPJPEVIBE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VIBEBackbone=ResNet-502023.03 | 25.4 | 91.9 | 57.6 | — | |
| HulkBackbone=ViT-L, Category=Generalist, Fine-tuned=false2023.12 | 38.5 | 77.4 | 66.3 | — | |
| HulkBackbone=ViT-B, Category=Generalist, Fine-tuned=false2023.12 | 39.9 | 79.8 | 67 | — | |
| DiffMeshBackbone=DSTformer, Refinement=HybrIK2023.03 | 40.1 | 78.4 | 67.8 | 6.3 | |
| MotionBERTBackbone=DSTformer, Refinement=HybrIK2023.03 | 40.6 | 79.4 | 68.8 | — | |
| Hulk-FTBackbone=ViT-L, Category=Generalist, Fine-tuned=true2023.12 | 40.6 | 79.9 | 68.3 | — | |
| Hulk-FTBackbone=ViT-B, Category=Generalist, Fine-tuned=true2023.12 | 41.3 | 80.7 | 68.9 | — | |
| DNDBackbone=HybrIK, Refinement=HybrIK2023.03 | 42.7 | 88.6 | 73.7 | 7 | |
| CLIFFBackbone=ResNet-50, Category=Specialist2023.12 | 43 | 81.2 | 69 | — | |
| FastMETROBackbone=HRNet-W64, Category=Specialist2023.12 | 44.6 | 84.1 | 73.5 | — | |
| VisDBBackbone=ResNet-50, Category=Specialist2023.12 | 44.9 | 85.5 | 73.5 | — | |
| DiffMeshBackbone=DSTformer2023.03 | 45.6 | 86.4 | 75.7 | 6.1 | |
| MeshGraphormerBackbone=HRNet-W64, Category=Specialist2023.12 | 45.6 | 87.7 | 74.7 | — | |
| MAEDBackbone=ResNet-50 + ViT2023.03 | 45.7 | 93.3 | 79 | 17.6 | |
| PAREBackbone=HRNet-W32, Category=Specialist2023.12 | 46.5 | 88.6 | 74.5 | — | |
| MotionBERTBackbone=DSTformer2023.03 | 47.2 | 88.1 | 76.9 | — | |
| MotionBERTBackbone=DSTformer, Category=Pretraining2023.12 | 47.2 | 88.1 | 76.9 | — | |
| METROBackbone=HRNet-W64, Category=Specialist2023.12 | 47.9 | 88.2 | 77.1 | — | |
| STAFBackbone=ResNet-502023.03 | 48 | 95.3 | 80.6 | 8.2 | |
| FastMETROBackbone=ResNet-50, Category=Specialist2023.12 | 48.3 | 90.6 | 77.9 | — | |
| DiffMeshBackbone=ResNet-502023.03 | 48.5 | 94 | 77.2 | 6.3 | |
| GLOTBackbone=ResNet-502023.03 | 50.6 | 96.3 | 80.7 | 6.6 | |
| 3DCrowdNetBackbone=ResNet-50, Category=Specialist2023.12 | 51.5 | 98.3 | 81.7 | — | |
| MPS-NetBackbone=ResNet-502023.03 | 52.1 | 99.7 | 84.3 | 7.4 | |
| PAREBackbone=ResNet-50, Category=Specialist2023.12 | 52.3 | 99.7 | 82.9 | — | |
| TCMRBackbone=ResNet-502023.03 | 52.7 | 102.9 | 86.5 | 6.8 | |
| ROMPBackbone=HRNet-W32, Category=Specialist2023.12 | 53.3 | 103.1 | 85.5 | — | |
| ROMPBackbone=ResNet-50, Category=Specialist2023.12 | 53.5 | 105.6 | 89.3 | — | |
| I2LMeshNetBackbone=ResNet-50, Category=Specialist2023.12 | 57.7 | — | 93.2 | — | |
| OCHMRBackbone=ResNet-50, Category=Specialist2023.12 | 58.3 | 107.1 | 89.7 | — | |
| PyMAFBackbone=ResNet-50, Category=Specialist2023.12 | 58.9 | 110.1 | 92.8 | — | |
| SPINBackbone=ResNet-50, Category=Specialist2023.12 | 59.2 | 116.4 | 96.9 | — | |
| ProHMRBackbone=ResNet-50, Category=Specialist2023.12 | 59.8 | — | — | — | |
| GraphCMRBackbone=ResNet-50, Category=Specialist2023.12 | 70.2 | — | — | — | |
| HMRBackbone=ResNet-50, Category=Specialist2023.12 | 76.7 | — | 130 | — | |
| HAPBackbone=ViT-B, Category=Pretraining2023.12 | 106.3 | 90.1 | 56 | — |