Monocular 3D Human Pose and Mesh Recovery on Human3.6M (test)
28.8PA-MPJPE (mm)Hulk
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HulkBackbone=ViT-L, Category=Generalist, Fine-tuned=false2023.12 | 28.8 | 40.3 | |
| HulkBackbone=ViT-L, Category=Generalist, Fine-tuned=false2023.12 | 28.8 | 40.3 | |
| Hulk-FTBackbone=ViT-L, Category=Generalist, Fine-tuned=true2023.12 | 30.2 | 41.4 | |
| Hulk-FTBackbone=ViT-L, Category=Generalist, Fine-tuned=true2023.12 | 30.2 | 41.4 | |
| HulkBackbone=ViT-B, Category=Generalist, Fine-tuned=false2023.12 | 31.9 | 43.6 | |
| HulkBackbone=ViT-B, Category=Generalist, Fine-tuned=false2023.12 | 31.9 | 43.6 | |
| Hulk-FTBackbone=ViT-B, Category=Generalist, Fine-tuned=true2023.12 | 32 | 44.9 | |
| Hulk-FTBackbone=ViT-B, Category=Generalist, Fine-tuned=true2023.12 | 32 | 44.9 | |
| CLIFFBackbone=ResNet-50, Category=Specialist2023.12 | 32.7 | 47.1 | |
| CLIFFBackbone=ResNet-50, Category=Specialist2023.12 | 32.7 | 47.1 | |
| FastMETROBackbone=HRNet-W64, Category=Specialist2023.12 | 33.7 | 52.2 | |
| FastMETROBackbone=HRNet-W64, Category=Specialist2023.12 | 33.7 | 52.2 | |
| MeshGraphormerBackbone=HRNet-W64, Category=Specialist2023.12 | 34.5 | 51.2 | |
| VisDBBackbone=ResNet-50, Category=Specialist2023.12 | 34.5 | 51 | |
| MeshGraphormerBackbone=HRNet-W64, Category=Specialist2023.12 | 34.5 | 51.2 | |
| VisDBBackbone=ResNet-50, Category=Specialist2023.12 | 34.5 | 51 | |
| MotionBERTBackbone=DSTformer, Category=Pretraining2023.12 | 34.9 | 53.8 | |
| MotionBERTBackbone=DSTformer, Category=Pretraining2023.12 | 34.9 | 53.8 | |
| METROBackbone=HRNet-W64, Category=Specialist2023.12 | 36.7 | 54 | |
| METROBackbone=HRNet-W64, Category=Specialist2023.12 | 36.7 | 54 | |
| FastMETROBackbone=ResNet-50, Category=Specialist2023.12 | 37.3 | 53.9 | |
| FastMETROBackbone=ResNet-50, Category=Specialist2023.12 | 37.3 | 53.9 | |
| PyMAFBackbone=ResNet-50, Category=Specialist2023.12 | 40.5 | 57.7 | |
| PyMAFBackbone=ResNet-50, Category=Specialist2023.12 | 40.5 | 57.7 | |
| METROBackbone=ResNet-50, Category=Specialist2023.12 | 40.6 | 56.5 | |
| METROBackbone=ResNet-50, Category=Specialist2023.12 | 40.6 | 56.5 | |
| SPINBackbone=ResNet-50, Category=Specialist2023.12 | 41.1 | 62.5 | |
| I2LMeshNetBackbone=ResNet-50, Category=Specialist2023.12 | 41.1 | 55.7 | |
| SPINBackbone=ResNet-50, Category=Specialist2023.12 | 41.1 | 62.5 | |
| I2LMeshNetBackbone=ResNet-50, Category=Specialist2023.12 | 41.1 | 55.7 | |
| ProHMRBackbone=ResNet-50, Category=Specialist2023.12 | 41.2 | — | |
| ProHMRBackbone=ResNet-50, Category=Specialist2023.12 | 41.2 | — | |
| GraphCMRBackbone=ResNet-50, Category=Specialist2023.12 | 50.1 | — | |
| GraphCMRBackbone=ResNet-50, Category=Specialist2023.12 | 50.1 | — | |
| HMRBackbone=ResNet-50, Category=Specialist2023.12 | 56.8 | 88 | |
| HMRBackbone=ResNet-50, Category=Specialist2023.12 | 56.8 | 88 |