Multi-Person Pose Tracking on PoseTrack Challenge Leaderboard 2017 (test)
74.9mAPHRNet-W48
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HRNet-W48Additional training Data=COCO2019.02 | 74.9 | 57.9 | — | — | |
| ResNet-152Additional Training Dataset=COCO, trained on train+validation set=true2018.04 | 74.6 | 57.8 | — | — | |
| FlowTrackAdditional training Data=COCO2019.02 | 74.6 | 57.8 | — | — | |
| Flowtrack - 152Paradigm=Top-Down, Backbone=ResNet-1522018.11 | 73.9 | 57.6 | 70.7 | 64.9 | |
| ML-LABAdditional Training Dataset=COCO+MPII-Pose2018.04 | 70.3 | 41.8 | — | — | |
| ML-LABAdditional training Data=COCO+MPII-Pose2019.02 | 70.3 | 41.8 | — | — | |
| STAFAdditional training Data=COCO+MPII-Pose2019.02 | 70.3 | 53.8 | — | — | |
| Model I-BParadigm=Bottom-Up, Scale=MS, fps=22018.11 | 70.3 | 53.8 | 65 | 60.7 | |
| Flowtrack - 50Paradigm=Top-Down, Backbone=ResNet-502018.11 | 70 | 56.4 | 65.1 | 60.3 | |
| Model II-BParadigm=Bottom-Up, Scale=MS, fps=72018.11 | 69.6 | 52.4 | 62.8 | 59.5 | |
| MIPALAdditional training Data=COCO2019.02 | 68.8 | 54.5 | — | — | |
| HMPTAdditional training Data=COCO+MPII-Pose2019.02 | 63.7 | 51.9 | — | — | |
| JointFlowAdditional training Data=COCO2019.02 | 63.6 | 53.1 | — | — | |
| JointFlowParadigm=Bottom-Up, fps=0.22018.11 | 63.3 | 53.1 | 53.1 | 50.4 | |
| MVIGAdditional Training Dataset=COCO+MPII-Pose2018.04 | 63.2 | 50.7 | — | — | |
| MVIGAdditional training Data=COCO+MPII-Pose2019.02 | 63.2 | 50.7 | — | — | |
| PoseFlowAdditional Training Dataset=COCO+MPII-Pose2018.04 | 63 | 51 | — | — | |
| PoseFlowAdditional training Data=COCO+MPII-Pose2019.02 | 63 | 51 | — | — | |
| PoseFlowParadigm=Bottom-Up, fps=10*2018.11 | 63 | 51 | 59 | 57.9 | |
| ProTrackerAdditional Training Dataset=COCO2018.04 | 59.6 | 51.8 | — | — | |
| ProTrackerAdditional training Data=COCO2019.02 | 59.6 | 51.8 | — | — | |
| Detect-and-trackParadigm=Top-Down, fps=1.22018.11 | 59.6 | 51.8 | — | — | |
| PoseTrackParadigm=Top-Down2018.11 | 59.4 | 48.4 | 54.3 | 49.2 | |
| BUTD2Additional Training Dataset=COCO2018.04 | 59.2 | 50.6 | — | — | |
| BUTD2Additional training Data=COCO2019.02 | 59.2 | 50.6 | — | — | |
| BUTDParadigm=Top-Down2018.11 | 59.1 | 50.6 | 52.9 | 42.6 | |
| SOPT-PTAdditional Training Dataset=COCO+MPII-Pose2018.04 | 58.2 | 42 | — | — | |
| SOPT-PTAdditional training Data=COCO+MPII-Pose2019.02 | 58.2 | 42 | — | — |