Multi-person Pose Estimation on Multi-Person PoseTrack
0.565Head AccuracyPoseTrack
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PoseTrackJoints for temporal edges=HT:N:S, τ=32016.11 | 0.565 | 0.516 | 0.423 | 0.314 | 0.22 | 0.319 | 0.316 | 0.382 | |
| PoseTrackConstraints=All2016.11 | 0.565 | 0.516 | 0.423 | 0.314 | 0.22 | 0.319 | 0.316 | 0.382 | |
| PoseTrackFinal Result=true2016.11 | 0.565 | 0.516 | 0.423 | 0.314 | 0.22 | 0.319 | 0.316 | 0.382 | |
| PoseTrackJoints for temporal edges=HT:N:S:H2016.11 | 0.563 | 0.515 | 0.422 | 0.314 | 0.217 | 0.316 | 0.32 | 0.381 | |
| PoseTrackJoints for temporal edges=HT:N:S, τ=52016.11 | 0.562 | 0.513 | 0.418 | 0.311 | 0.22 | 0.314 | 0.315 | 0.379 | |
| DeeperCut2016.11 | 0.562 | 0.524 | 0.401 | 0.3 | 0.228 | 0.305 | 0.308 | 0.375 | |
| PoseTrackJoints for temporal edges=HT:N:S2016.11 | 0.561 | 0.513 | 0.421 | 0.312 | 0.22 | 0.316 | 0.313 | 0.379 | |
| PoseTrackJoints for temporal edges=HT:N:S, τ=12016.11 | 0.561 | 0.513 | 0.421 | 0.312 | 0.22 | 0.316 | 0.313 | 0.379 | |
| PoseTrackJoints for temporal edges=HT:W:A2016.11 | 0.56 | 0.512 | 0.422 | 0.316 | 0.216 | 0.312 | 0.317 | 0.379 | |
| PoseTrackJoints for temporal edges=HT2016.11 | 0.525 | 0.47 | 0.376 | 0.282 | 0.197 | 0.278 | 0.274 | 0.343 | |
| PoseTrackConstraints=Excluding temporal transitivity2016.11 | 0.505 | 0.468 | 0.375 | 0.276 | 0.203 | 0.301 | 0.287 | 0.345 | |
| BBox-Detection + LJPABackbone=Faster R-CNN, Pose Estimator=LJPA2016.11 | 0.505 | 0.493 | 0.383 | 0.33 | 0.217 | 0.296 | 0.292 | 0.359 | |
| BBox-Detection + CPMBackbone=Faster R-CNN, Pose Estimator=CPM2016.11 | 0.488 | 0.475 | 0.358 | 0.292 | 0.207 | 0.271 | 0.224 | 0.331 | |
| PoseTrackConstraints=Excluding spatio-temporal2016.11 | 0.423 | 0.408 | 0.328 | 0.243 | 0.17 | 0.253 | 0.224 | 0.293 | |
| PoseTrackConstraints=Excluding spatial transitivity2016.11 | 0.078 | 0.101 | 0.072 | 0.046 | 0.027 | 0.049 | 0.059 | 0.062 |