Multi-person Pose Tracking on PoseTrack 2017 (val)
80.7mAPMDPN-152
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MDPN-152Paradigm=Top-Down, Backbone=ResNet-1522018.11 | 80.7 | 77.5 | 71.4 | 66 | — | — | — | — | — | |
| FlowTrack - 152Paradigm=Top-Down, Backbone=ResNet-1522018.11 | 76.7 | 72.4 | 67.1 | 65.4 | — | — | — | — | — | |
| GNN-based pose dynamics learning2021.06 | 73.4 | 63.5 | 63.5 | — | 82 | 83.1 | 73.4 | 72.3 | 71.3 | |
| Model I-BParadigm=Bottom-Up, Scale=MS, fps=22018.11 | 72.6 | 65 | 62.7 | 62.7 | — | — | — | — | — | |
| FlowTrack - 50Paradigm=Top-Down, Backbone=ResNet-502018.11 | 72.4 | 66 | 61.7 | 62.9 | — | — | — | — | — | |
| TKMRNet2021.06 | 72.2 | 63.6 | 60.8 | — | 81 | 82.9 | 69.8 | 72 | 71.1 | |
| STEmbeddingApproach category=Bottom-up2020.03 | 71.8 | 61.1 | 64.5 | — | 78.7 | 79.2 | 71.2 | 74.5 | 69.7 | |
| ST-Embed2021.06 | 71.8 | 61.1 | 64.5 | — | 78.7 | 79.2 | 71.2 | 74.5 | 69.7 | |
| 3D Video HRNetApproach category=Top-down2020.03 | 71.6 | 63.8 | 62 | — | 80.5 | 80.9 | 71.6 | 70.1 | 68.2 | |
| CombDet2021.06 | 71.6 | 63.8 | 62 | — | 80.5 | 80.9 | 71.6 | 70.1 | 72.2 | |
| Model II-BParadigm=Bottom-Up, Scale=MS, fps=72018.11 | 71.5 | 62.9 | 60.9 | 61.3 | — | — | — | — | — | |
| JointFlowParadigm=Bottom-Up, fps=0.22018.11 | 69.3 | — | — | 59.8 | — | — | — | — | — | |
| PGPT2021.06 | 68.4 | 71.5 | 59 | — | 75.4 | 77.2 | 69.4 | 65.8 | 67.2 | |
| PoseFlowParadigm=Bottom-Up, fps=10*2018.11 | 66.5 | 61.1 | 61.3 | 58.3 | — | — | — | — | — | |
| Model I-BParadigm=Bottom-Up, Scale=SS, fps=132018.11 | 66.3 | 56.8 | 56.8 | 59.4 | — | — | — | — | — | |
| FlowTrackApproach category=Top-down2020.03 | 65.4 | 56.1 | 53.5 | — | 73.9 | 75.9 | 63.7 | 65.5 | 65.1 | |
| FlowTrack2021.06 | 65.4 | 56.1 | 53.5 | — | 73.9 | 75.9 | 63.7 | 65.5 | 65.1 | |
| Model II-BParadigm=Bottom-Up, Scale=SS, fps=272018.11 | 64.6 | 55 | 53.5 | 58.4 | — | — | — | — | — | |
| FastPoseApproach category=Top-down2020.03 | 63.2 | — | — | — | — | — | — | — | — | |
| STAFApproach category=Bottom-up2020.03 | 62.7 | — | — | — | — | — | — | — | — | |
| STAF2021.06 | 62.7 | — | — | — | — | — | — | — | — | |
| TML++Approach category=Bottom-up2020.03 | 61.3 | 50.7 | 44.5 | — | 75.5 | 75.1 | 62.9 | 60 | 53.4 | |
| Detect-and-trackParadigm=Top-Down, fps=1.22018.11 | 60.6 | 51.7 | 49.8 | 55.2 | — | — | — | — | — | |
| JointFlowApproach category=Bottom-up2020.03 | 59.8 | — | — | — | — | — | — | — | — | |
| PoseFlowApproach category=Top-down2020.03 | 58.3 | 51.6 | 50.5 | — | 59.8 | 67 | 59.8 | 60 | 58.4 | |
| PoseFlow2021.06 | 58.3 | 51.6 | 50.5 | — | 59.8 | 67 | 59.8 | 60 | 58.4 | |
| BUTD2021.06 | 56.4 | 45.1 | 37.5 | — | 71.5 | 70.3 | 56.3 | 55.5 | 50.8 | |
| Detect&TrackApproach category=Top-down2020.03 | 55.2 | 45.7 | 45.7 | — | 61.7 | 65.5 | 57.3 | 54.3 | 53.1 | |
| DAT2021.06 | 55.2 | 45.7 | 45.7 | — | 61.7 | 65.5 | 57.3 | 54.3 | 53.1 | |
| ArtTrack2021.06 | 53.4 | 43.7 | 41.7 | — | 66.2 | 64.2 | 53.2 | 53 | 51.6 |