Human Pose and Shape Estimation on 3DPW 14 (test)
38.5PA-MPJPEPLIKS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PLIKSMethod Type=Non-parametric, Additional Training=3DPW and AGORA, Backbone=HR482022.11 | 38.5 | 60.5 | 73.3 | — | |
| PLIKSMethod Type=Non-parametric, Additional Training=3DPW and AGORA2022.11 | 40.1 | 63.5 | 76.7 | — | |
| CLIFFTraining Data=HumanWild + BEDLAM + AGORA + 3DPW (H+B+A+P)2024.03 | 41.3 | 65.2 | 76.7 | — | |
| PLIKSMethod Type=Non-parametric, Additional Training=3DPW2022.11 | 42.8 | 66.9 | 82.6 | — | |
| CLIFFTraining Data=BEDLAM + AGORA + 3DPW (B+A+P)2024.03 | 43 | 66.9 | 78.5 | — | |
| CLIFFMethod Type=Non-parametric2022.11 | 43 | 69 | 81.2 | — | |
| CLIFFTraining Data=HumanWild + BEDLAM + AGORA (H+B+A)2024.03 | 44.9 | 70.4 | 82 | — | |
| HybrIKMethod Type=Non-parametric2022.11 | 45.3 | 74.1 | 86.5 | — | |
| CLIFFTraining Data=HumanWild + BEDLAM + AGORA + 3DPW + Real (H+B+A+P+R)2024.03 | 45.5 | 71.3 | 84.3 | — | |
| Mesh GraphormerMethod Type=Parametric2022.11 | 45.6 | 74.7 | 87.7 | — | |
| CLIFFTraining Data=Real2024.03 | 46.4 | 73.9 | 87.6 | — | |
| PAREMethod Type=Non-parametric2022.11 | 46.5 | 74.5 | 88.6 | — | |
| CLIFFTraining Data=BEDLAM + AGORA (B+A)2024.03 | 46.6 | 72 | 85 | — | |
| ROMPMethod Type=Non-parametric2022.11 | 47.3 | 76.7 | 93.4 | — | |
| CLIFFTraining Data=HumanWild + AGORA (H+A)2024.03 | 47.5 | 74.1 | 87.8 | — | |
| HybrIKTraining Data=Real2024.03 | 48.8 | 80 | 94.5 | — | |
| CLIFFTraining Data=BEDLAM (B)2024.03 | 50.5 | 76.1 | 90.6 | — | |
| PARETraining Data=Real2024.03 | 50.9 | 82 | 97.9 | — | |
| CLIFFTraining Data=HumanWild (H)2024.03 | 51.4 | 83.9 | 96.4 | — | |
| EFTMethod Type=Non-parametric2022.11 | 51.6 | — | — | — | |
| SPECTraining Data=Real2024.03 | 53.2 | 96.5 | 118.5 | — | |
| I2LMethod Type=Non-parametric2022.11 | 58.6 | 93.2 | — | — | |
| SPINTraining Data=Real2024.03 | 59.2 | 96.9 | 116.4 | — | |
| SPINMethod Type=Parametric2022.11 | 59.2 | 96.9 | 116.4 | — | |
| SunTraining with GT data=true, Trained on 3DPW training set=true2020.07 | 69.5 | — | — | — | |
| ISO2020.07 | 70.8 | — | — | 82 | |
| DoerschExploitation of temporal information=true2020.07 | 74.7 | — | — | — | |
| HMRTraining Data=Real2024.03 | 76.7 | 130 | — | — | |
| Kanazawa2020.07 | 76.7 | — | — | 84.1 | |
| ArnabTraining with GT data=true, Trained on 3DPW training set=true2020.07 | 77.2 | — | — | — | |
| KanazawaExploitation of temporal information=true2020.07 | 80.1 | — | — | 86.4 | |
| HMRMethod Type=Parametric2022.11 | 81.3 | 130 | — | — | |
| DabralExploitation of temporal information=true2020.07 | 92.3 | — | — | — | |
| Martinez2020.07 | 157 | — | — | — |