Per-facet Video Classification on MUFI Per-facet Video Evaluation Set 1.0 (test)
57.8Accuracy (Action)MUFI
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MUFIRepresentation Type=Video-based2022.01 | 57.8 | 27 | 47.8 | 67.7 | 77.8 | 97.5 | 62.6 | |
| R(2+1)D-34-IG65M+K400Representation Type=Video-based, Supervision=weakly-supervised, Fine-tuned=Kinetics-4002022.01 | 54.1 | 20 | 14.3 | 50.8 | 67.9 | 92.9 | 50 | |
| R(2+1)D-34-IG65MRepresentation Type=Video-based, Supervision=weakly-supervised2022.01 | 53.1 | 21.1 | 15.8 | 54.5 | 70.5 | 95.2 | 51.7 | |
| P3D ResNet-152Representation Type=Video-based, Supervision=Supervised2022.01 | 35.8 | 11.2 | 11.9 | 60.8 | 74.7 | 90.4 | 47.3 | |
| SeCoRepresentation Type=Video-based, Supervision=self-supervised2022.01 | 34.3 | 11.8 | 11.5 | 45.2 | 63.7 | 88.7 | 42.5 | |
| ResNet-50Representation Type=Image-based, Supervision=Supervised2022.01 | 33.1 | 10.5 | 11.1 | 42.5 | 80.5 | 89 | 44.4 | |
| MoCo v2Representation Type=Image-based, Supervision=self-supervised2022.01 | 32 | 11.2 | 12.1 | 42.7 | 79.4 | 90 | 44.5 | |
| SimCLRRepresentation Type=Image-based, Supervision=self-supervised2022.01 | 31.4 | 10.8 | 12.2 | 42.4 | 75.3 | 89.7 | 43.6 | |
| C3DRepresentation Type=Video-based, Supervision=Supervised2022.01 | 24.6 | 8.6 | 8.2 | 60.1 | 57.6 | 83.9 | 40.5 |