Pose Keypoint Propagation on JHMDB split 1 (val)
68.7PCK@0.1Fully Supervised
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Fully SupervisedSupervised=true2019.03 | 68.7 | 92.1 | — | — | — | — | |
| ImageNet (ResNet-50)Supervised=true, Backbone=ResNet-50, Pre-trained=ImageNet2019.03 | 58.4 | 78.4 | — | — | — | — | |
| TimeCycleSupervised=false, Backbone=ResNet-502019.03 | 57.7 | 78.5 | — | — | — | — | |
| TimeCycleSupervised=false, Backbone=ResNet-182019.03 | 57.3 | 78.1 | — | — | — | — | |
| SIFT FlowSupervised=false2019.03 | 49 | 68.6 | — | — | — | — | |
| Optical Flow (FlowNet2)Supervised=false2019.03 | 45.2 | 62.9 | — | — | — | — | |
| Video ColorizationSupervised=false2019.03 | 45.2 | 69.6 | — | — | — | — | |
| Transitive Inv.Supervised=false2019.03 | 43.9 | 67 | — | — | — | — | |
| DeepClusterSupervised=false2019.03 | 43.2 | 66.9 | — | — | — | — | |
| IdentitySupervised=false2019.03 | 43.1 | 64.5 | — | — | — | — | |
| CycleTimeSupervised=false, Training Dataset=VLOG, Backbone=ResNet-502019.05 | — | — | 57.7 | 78.5 | — | — | |
| Fully SupervisedSupervised=true, Training Dataset=JHMDB2019.05 | — | — | — | — | 68.7 | 81.6 | |
| ImageNet (ResNet-50)Supervised=true, Training Dataset=ImageNet, Backbone=ResNet-502019.05 | — | — | 58.4 | 78.4 | — | — | |
| Ours (CorrFlow)Supervised=false, Training Dataset=Kinetics, Backbone=ResNet-182019.05 | — | — | 58.5 | 78.8 | 71.9 | 88.3 | |
| SIFT FlowSupervised=false2019.05 | — | — | 49 | 68.6 | — | — | |
| Video ColorizationSupervised=false, Training Dataset=Kinetics2019.05 | — | — | 45.2 | 69.6 | — | — |