Multi-person pose estimation on PoseTrack 2017 (test)
80.9Total mAPFAMI-Pose
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FAMI-Posebackbone=HRNet-W482022.03 | 80.9 | 86.1 | 86.1 | 81.8 | 77.4 | 79.5 | 79.1 | 73.6 | |
| DCPoseBackbone=HRNet-W482021.03 | 79.2 | 84.3 | 84.9 | 80.5 | 76.1 | 77.9 | 77.1 | 71.2 | |
| DCPose2022.03 | 79.2 | 84.3 | 84.9 | 80.5 | 76.1 | 77.9 | 77.1 | 71.2 | |
| PoseWarperTemporal Pose Aggregation=Enabled2019.06 | 77.9 | 79.5 | 81.3 | 80.1 | 75.8 | 77.6 | 76.8 | 70.8 | |
| PoseWarper2021.03 | 77.9 | 79.5 | 84.3 | 80.1 | 75.8 | 77.6 | 76.8 | 70.8 | |
| PoseWarper2022.03 | 77.9 | 79.5 | 84.3 | 80.1 | 75.8 | 77.6 | 76.8 | 70.8 | |
| HRNetAdditional Data=COCO2020.03 | 75 | — | — | — | 72 | — | — | 67 | |
| HRNet-W48trained on train+valid=true2019.02 | 74.9 | 80.1 | 80.2 | 76.9 | 72 | 73.4 | 72.5 | 67 | |
| HRNettype=single-frame baseline2019.06 | 74.9 | 80.1 | 80.2 | 76.9 | 72 | 73.4 | 72.5 | 67 | |
| HRNetBackbone=HRNet-W482021.03 | 74.9 | 80.1 | 80.2 | 76.9 | 72 | 73.4 | 72.5 | 67 | |
| HRNet2022.03 | 74.9 | 80.1 | 80.2 | 76.9 | 72 | 73.4 | 72.5 | 67 | |
| Bin et al.trained on train+valid=true2019.02 | 74.6 | 80.1 | 80.2 | 76.9 | 71.5 | 72.5 | 72.4 | 65.7 | |
| Bin et altype=single-frame baseline2019.06 | 74.6 | 80.1 | 80.2 | 76.9 | 71.5 | 72.5 | 72.4 | 65.7 | |
| FlowTrackAdditional Data=COCO2020.03 | 74.6 | — | — | — | 71.5 | — | — | 65.7 | |
| SimpleBaseline2021.03 | 74.6 | 80.1 | 80.2 | 76.9 | 71.5 | 72.5 | 72.4 | 65.7 | |
| Simplebackbone=ResNet-1522022.03 | 74.6 | 80.1 | 80.2 | 76.9 | 71.5 | 72.5 | 72.4 | 65.7 | |
| 3D Video HRNetAdditional Data=COCO2020.03 | 74.1 | — | — | — | 69.8 | — | — | 65.9 | |
| DetTrack2021.03 | 74.1 | — | — | — | 69.8 | — | — | 65.9 | |
| DetTrack2022.03 | 74.1 | 69.8 | — | — | — | — | — | 65.9 | |
| KeyTrackAdditional Data=COCO2020.03 | 74 | — | — | — | 71.9 | — | — | 65 | |
| KeyTrack2021.03 | 74 | — | — | — | 71.9 | — | — | 65 | |
| KeyTrack2022.03 | 74 | 71.9 | — | — | — | — | — | 65 | |
| POINetAdditional Data=COCO2020.03 | 72.5 | — | — | — | 69.5 | — | — | 67.2 | |
| TML++Additional Data=COCO2020.03 | 67.8 | — | — | — | 60.9 | — | — | 56 | |
| TML++2022.03 | 67.8 | 60.9 | — | — | — | — | — | 56 | |
| JointFlowAdditional Data=COCO2020.03 | 63.4 | — | — | — | 53.1 | — | — | 50.4 | |
| JointFlow2021.03 | 63.4 | — | — | — | 53.1 | — | — | 50.4 | |
| JointFlow2022.03 | 63.4 | — | — | — | 53.1 | — | — | 50.4 | |
| Xiu et al.2019.02 | 63 | 64.9 | 67.5 | 65 | 59 | 62.5 | 62.8 | 57.9 | |
| Xiu et al.type=single-frame baseline2019.06 | 63 | 64.9 | 67.5 | 65 | 59 | 62.5 | 62.8 | 57.9 | |
| PoseFlow2021.03 | 63 | 64.9 | 67.5 | — | 59 | 62.5 | 62.8 | 57.9 | |
| PoseFlow2022.03 | 63 | 64.9 | 67.5 | 65 | 59 | 62.5 | 62.8 | 57.9 | |
| Girdhar et al.trained on train+valid=true2019.02 | 59.6 | — | — | — | — | — | — | — | |
| Girdhar et al.type=single-frame baseline2019.06 | 59.6 | — | — | — | — | — | — | — | |
| PoseTracker2022.03 | 59.6 | 51.5 | — | — | 50.2 | — | — | — | |
| HRNet-W48trained on=train+validation set2019.02 | 57.9 | 67.1 | 68.9 | 52.2 | 49.6 | 57.7 | 57 | 48.5 | |
| Xiao et al.trained on=train+validation set2019.02 | 57.8 | 67.3 | 68.5 | 52.3 | 49.3 | 56.8 | 57.2 | 48.6 | |
| Girdhar et al.trained on=train+validation set2019.02 | 51.8 | — | — | — | — | — | — | — | |
| Xiu et al.2019.02 | 51 | 52 | 57.4 | 52.8 | 46.6 | 51 | 51.2 | 45.3 |