Pose Tracking on PoseTrack (test)
2,220Tracked IDs CountAlphaPose
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AlphaPose2021.11 | 2,220 | — | — | — | — | — | — | — | — | — | — | — | 36.9 | 66.9 | |
| Trackformer2021.11 | 1,263 | — | — | — | — | — | — | — | — | — | — | — | 33.7 | 64 | |
| FlowPose2021.11 | 1,047 | — | — | — | — | — | — | — | — | — | — | — | 15.4 | 64.2 | |
| Tracktor2021.11 | 702 | — | — | — | — | — | — | — | — | — | — | — | 42.4 | 65.2 | |
| T3DP (Ours-v1)transformer=excluded2021.11 | 685 | — | — | — | — | — | — | — | — | — | — | — | 49.6 | 64.5 | |
| T3DP (Ours-v2)transformer=included (spatio-temporal aggregation)2021.11 | 655 | — | — | — | — | — | — | — | — | — | — | — | 55.8 | 73.4 | |
| Girdhar et al.trained on train+validation=true2018.04 | — | — | — | — | — | — | — | — | 51.8 | — | — | — | — | — | |
| Ours: ResNet-152Backbone=ResNet-1522018.04 | — | 67.1 | 68.4 | 52.2 | 48.9 | 56.1 | 56.6 | 48.8 | 57.6 | 62.6 | 79.4 | 79.9 | — | — | |
| Ours: ResNet-50Backbone=ResNet-502018.04 | — | 65.9 | 67 | 51.5 | 48 | 56.2 | 54.6 | 46.9 | 56.4 | 45.5 | 81 | 75.7 | — | — | |
| PoseTrackPCK Evaluation Threshold=PCKh0.52017.12 | — | — | — | — | — | — | — | — | 46.1 | 64.6 | 74.8 | 70.5 | — | — | |
| Xiu et al.2018.04 | — | 52 | 57.4 | 52.8 | 46.6 | 51 | 51.2 | 45.3 | 51 | 16.9 | 71.2 | 78.9 | — | — |