3D Human Pose and Shape Estimation on Human3.6M
32.7PA-MPJPECLIFF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIFFMethod Category=model-based, Backbone=HRNet-W482022.08 | 32.7 | 47.1 | — | |
| HybrIKMethod Category=model-free2022.08 | 34.5 | 54.4 | — | |
| GraphormerMethod Category=model-free2022.08 | 34.5 | 51.2 | — | |
| CLIFFMethod Category=model-based, Backbone=ResNet-502022.08 | 35.1 | 50.5 | — | |
| METROMethod Category=model-free2022.08 | 36.7 | 54 | — | |
| MAEDMethod Category=video2022.08 | 38.7 | 56.4 | — | |
| DecoMRCategory=Frame-based, Non-parametric evaluation=true2021.03 | 39.3 | — | — | |
| PyMAFCategory=Frame-based, Auxiliary supervision (AS)=true2021.03 | 40.5 | 57.7 | — | |
| VIBEMethod Category=video2022.08 | 41.1 | 65.6 | — | |
| SPINMethod Category=model-based2022.08 | 41.1 | — | — | |
| SPINCategory=Frame-based2021.03 | 41.1 | 62.5 | — | |
| I2L-MeshNetCategory=Frame-based, Non-parametric evaluation=true2021.03 | 41.1 | 55.7 | — | |
| VIBECategory=Temporal2021.03 | 41.5 | 65.9 | — | |
| PyMAFCategory=Frame-based, Auxiliary supervision (AS)=false2021.03 | 42.3 | 60.3 | — | |
| DSDCategory=Temporal2021.03 | 42.4 | 59.1 | — | |
| HKMRCategory=Frame-based2021.03 | 43.2 | — | — | |
| BaselineCategory=Frame-based2021.03 | 43.7 | 64.8 | — | |
| HMR-EFTMethod Category=model-based2022.08 | 43.8 | 63.2 | — | |
| Pose2MeshMethod Category=model-free2022.08 | 46.3 | 64.9 | — | |
| GLoTnumber of input frames=162023.03 | 46.3 | 67 | 3.6 | |
| HoloPoseCategory=Frame-based2021.03 | 46.5 | 60.3 | — | |
| MPS-Netnumber of input frames=162023.03 | 47.4 | 69.4 | 3.6 | |
| DenseRaCCategory=Frame-based2021.03 | 48 | 76.8 | — | |
| DaNetCategory=Frame-based2021.03 | 48.6 | 61.5 | — | |
| GraphCMRCategory=Frame-based2021.03 | 50.1 | — | — | |
| TCMRnumber of input frames=162023.03 | 52 | 73.6 | 3.9 | |
| MEVAnumber of input frames=902023.03 | 53.2 | 76 | 15.3 | |
| VIBEnumber of input frames=162023.03 | 53.3 | 78 | 27.3 | |
| Arnab et al.Category=Temporal2021.03 | 54.3 | 77.8 | — | |
| Song et al.Category=Frame-based2021.03 | 56.4 | — | — | |
| HMRMethod Category=model-based2022.08 | 56.8 | — | — | |
| HMRCategory=Frame-based2021.03 | 56.8 | 88 | — | |
| HMMRMethod Category=video2022.08 | 56.9 | — | — | |
| Kanazawa et al.Category=Temporal2021.03 | 56.9 | — | — | |
| NBFCategory=Frame-based2021.03 | 59.9 | — | — | |
| Pavlakos et al.Category=Frame-based2021.03 | 75.9 | — | — |