Action Recognition on UCF101 (5% labels)
50.9AccuracyL2A
Evaluation results
| Method | Links | |
|---|---|---|
| L2ABackbone=3D ResNet-18, Selector Pre-training=true2022.06 | 50.9 | |
| L2ABackbone=3D ResNet-18, Selector Pre-training=false2022.06 | 48 | |
| ActorCut+IDConference=Arxiv21, Backbone=3D ResNet-182022.06 | 45.1 | |
| TCLConference=ICCV21, Backbone=3D ResNet-182022.06 | 42.8 | |
| VideoSSLConference=WACV21, Backbone=3D ResNet-182022.06 | 32.4 | |
| ActorCutConference=Arxiv21, Backbone=3D ResNet-182022.06 | 27 | |
| ST-VideoMixConference=Arxiv21, Backbone=3D ResNet-182022.06 | 25.9 | |
| CutMixConference=ICCV19, Backbone=3D ResNet-182022.06 | 25.8 | |
| MixUpConference=ICLR18, Backbone=3D ResNet-182022.06 | 25.5 | |
| CutOutConference=Arxiv17, Backbone=3D ResNet-182022.06 | 24.6 | |
| S4LConference=ICCV19, Backbone=3D ResNet-182022.06 | 22.7 | |
| PseudoLabelConference=ICMLW13, Backbone=3D ResNet-182022.06 | 17.6 | |
| MeanTeacherConference=Neurips17, Backbone=3D ResNet-182022.06 | 17.5 |