3D Human Pose Estimation on HumanEva-I (Protocol #2)
10.6Walking (S1) P-MPJPEOur result
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Our resultProtocol=#22020.04 | 10.6 | 11.8 | 19.3 | 15.8 | 11.5 | 12.2 | 13.5 | — | — | — | |
| ConvFormerT=432023.04 | 10.7 | 7.9 | 16 | 16.7 | 9.3 | 10 | — | 18.2 | 25 | 24.3 | |
| ConvFormerT=272023.04 | 11.4 | 9 | 20.1 | 19.1 | 11.8 | 11.8 | — | 20.8 | 28 | 26.1 | |
| Cheng et al.Protocol=#22020.04 | 11.7 | 10.1 | 22.8 | 18.7 | 11.4 | 11 | 14.3 | — | — | — | |
| ConvFormerT=92023.04 | 12.5 | 10.1 | 25.4 | 13.3 | 12.9 | 22.6 | — | 31.7 | 28.6 | 29 | |
| Pavllo et al.Protocol=#22020.04 | 13.4 | 10.2 | 27.2 | 17.1 | 13.1 | 13.8 | 15.8 | — | — | — | |
| GAST-NetReceptive fields (T)=27, 2D detector=CPN2020.03 | 13.7 | 9.2 | 46.2 | 20.1 | 12.5 | 12.7 | — | 21.8 | 27.8 | 27 | |
| DG-Netinput sequence length (T)=42021.09 | 13.7 | 9.5 | 47.1 | 21 | 12.6 | 13.4 | 19.5 | — | — | — | |
| Pavllo2020.03 | 13.9 | 10.2 | 46.6 | 20.9 | 13.1 | 13.8 | — | 23.8 | 33.7 | 32 | |
| Pavllo et al.2023.04 | 13.9 | 10.2 | 46.6 | 20.9 | 13.1 | 13.8 | — | 23.8 | 33.7 | 32 | |
| Pavllo et al.input sequence length (T)=272021.09 | 14.5 | 10.5 | 47.3 | 21.9 | 13.4 | 13.9 | 20.2 | — | — | — | |
| Zheng et al.2023.04 | 16.3 | 11 | 47.1 | 25 | 15.2 | 15.1 | — | — | — | — | |
| Wang et al.Protocol=#22020.04 | 17.2 | 13.4 | 20.5 | 27.9 | 19.5 | 20.9 | 19.9 | — | — | — | |
| Lee2020.03 | 18.6 | 19.9 | 30.5 | 25.7 | 16.8 | 17.7 | — | 42.8 | 48.1 | 53.4 | |
| Pavlakos et al.Protocol=#2, extra depth annotations=true, ordinal supervision=true2020.04 | 18.8 | 12.7 | 29.2 | 23.5 | 15.4 | 14.5 | 18.3 | — | — | — | |
| Pavlakos2020.03 | 18.8 | 12.7 | 29.2 | 23.5 | 15.4 | 14.5 | — | — | — | — | |
| Hossain et al.Protocol=#22020.04 | 19.1 | 13.6 | 43.9 | 23.2 | 16.9 | 15.5 | 22 | — | — | — | |
| Marcard et al.input sequence length (T)=52021.09 | 19.1 | 13.6 | 43.9 | 23.2 | 16.9 | 15.5 | 22 | — | — | — | |
| Fang et al.input sequence length (T)=12021.09 | 19.4 | 16.8 | 37.4 | 30.4 | 17.6 | 16.3 | 22.9 | — | — | — | |
| Martinez2020.03 | 19.7 | 17.4 | 46.8 | 26.9 | 18.2 | 18.6 | — | — | — | — | |
| Martinez et al.2023.04 | 19.7 | 17.4 | 46.8 | 26.9 | 18.2 | 18.6 | — | — | — | — | |
| Moreno-Noguer et al.input sequence length (T)=12021.09 | 19.7 | 13 | 24.9 | 39.7 | 20 | 21 | 26.9 | — | — | — | |
| Martinez et al.input sequence length (T)=12021.09 | 19.7 | 17.4 | 46.8 | 26.9 | 18.2 | 18.6 | 24.6 | — | — | — | |
| Pavlakos et al.input sequence length (T)=12021.09 | 22.1 | 21.9 | 29 | 29.8 | 23.6 | 26 | 25.5 | — | — | — | |
| Pavalkos et al.2023.04 | 22.3 | 19.5 | 29.7 | 28.9 | 21.9 | 23.8 | — | — | — | — | |
| Lin et al.input sequence length (T)=12021.09 | 26.5 | 20.7 | 38 | 41 | 29.7 | 29.1 | 30.8 | — | — | — | |
| Yasin et al.input sequence length (T)=12021.09 | 35.8 | 32.4 | 41.6 | 46.6 | 41.4 | 35.4 | 38.9 | — | — | — |