3D Multi-Person Pose Estimation on MuPoTS-3D All people
44.2PCK (Absolute)PLIKS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PLIKS2022.11 | 44.2 | — | — | |
| Permutation-Invariant Relational NetworkDatasets training=MuPots Cross Validation2022.04 | 44.1 | 85.8 | 46.1 | |
| VirtualPose2022.07 | 44 | — | — | |
| VirtualPose2022.11 | 44 | — | — | |
| HMORDatasets training=MuCo + COCO +2022.04 | 43.8 | 82 | 43.5 | |
| HMOR2022.07 | 43.8 | — | — | |
| Guo et al.2022.07 | 39.2 | — | — | |
| Sarandi et al.2022.07 | 38.4 | — | — | |
| Vages et al.2022.07 | 37.3 | — | — | |
| OursApproach Type=Bottom-up, Synthetic Training=true2022.07 | 36.5 | 79.4 | — | |
| OursApproach Type=Bottom-up2022.07 | 35.8 | 76.9 | — | |
| SMAPApproach=bottom-up2020.08 | 35.4 | 73.5 | — | |
| SMAPDatasets training=MuCo + COCO2022.04 | 35.4 | 73.5 | — | |
| SMAP2022.07 | 35.4 | — | — | |
| SMAPApproach Type=Bottom-up2022.07 | 35.4 | 73.5 | — | |
| MoonApproach=top-down2020.08 | 31.5 | 81.8 | — | |
| RootNet2022.07 | 31.5 | — | — | |
| Moon et al.Approach Type=Top-down2022.07 | 31.5 | 81.8 | — | |
| Rootnet2022.11 | 31.5 | — | — | |
| RootNetDatasets training=MuCo + COCO2022.04 | 31.4 | 81.2 | 39.5 | |
| OursApproach Type=Bottom-up, Synthetic Training=true2022.07 | 25.5 | 53.7 | — | |
| OursApproach Type=Bottom-up2022.07 | 24.3 | 52.6 | — | |
| SMAPApproach Type=Bottom-up2022.07 | 23.9 | 49.1 | — | |
| Moon et al.Approach Type=Top-down2022.07 | 15.4 | 45.8 | — | |
| DabralApproach=top-down2020.08 | — | 71.3 | — | |
| MehtaApproach=bottom-up2020.08 | — | 65 | — | |
| MehtaApproach=bottom-up2020.08 | — | 70.4 | — | |
| PI-NetDatasets training=MuCo2022.04 | — | 82.5 | — | |
| PI-Net (fine-tuned)Datasets training=MuPots Cross Validation2022.04 | — | 82.8 | 43.9 | |
| RogezApproach=top-down2020.08 | — | 53.8 | — | |
| RogezApproach=top-down2020.08 | — | 70.6 | — |