Action Recognition on Kinetics-400 (val) (Low-Shot)
17.6Top-1 Acc (1% labels)CMPL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CMPLBackbone=3D-ResNet50, Input=V, #Frames=82021.12 | 17.6 | 58.4 | |
| MvPLBackbone=3D-ResNet50, Input=V+F+G, #Frames=82021.12 | 17 | 58.2 | |
| CMPLBackbone=3D-ResNet18, Input=V, #Frames=82021.12 | 16.5 | 53.7 | |
| FixMatchBackbone=SlowFast-R50, Input=V, #Frames=82021.12 | 10.1 | 49.4 | |
| FixMatchBackbone=3D-ResNet50, Input=V, #Frames=82021.12 | 8.6 | 46.9 | |
| TCLBackbone=TSM-R18, Input=R, #Frames=82021.12 | 8.5 | — | |
| SupervisedBackbone=3D-ResNet50, Input=V, #Frames=82021.12 | 4.4 | 36.2 |