Video Action Detection on UCF101 24
83.2F-mAP@0.5TubeR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TubeRBackbone=CSN-152, Stream Type=RGB-stream2021.04 | 83.2 | 83.3 | 58.4 | 28.9 | |
| TubeRBackbone=I3D, Stream Type=Two-stream2021.04 | 81.3 | 85.3 | 60.2 | 29.7 | |
| TubeRBackbone=I3D, Stream Type=RGB-stream2021.04 | 80.1 | 82.8 | 57.7 | 28.6 | |
| TubeRBackbone=Res50, Stream Type=RGB-stream2021.04 | 79.5 | 81.2 | 55.1 | 28.1 | |
| 2in1Backbone=VGG, Stream Type=Two-stream2021.04 | 78.5 | 50.3 | 24.5 | — | |
| MOCBackbone=DLA34, Stream Type=Two-stream2021.04 | 78 | 82.8 | 53.8 | 28.3 | |
| I3DBackbone=I3D, Stream Type=Two-stream2021.04 | 76.3 | — | 59.9 | — | |
| STEPBackbone=I3D, Stream Type=Two-stream2021.04 | 75 | 76.6 | — | — | |
| CFADBackbone=I3D, Stream Type=Two-stream, Pre-train=K6002021.04 | 72.5 | 81.6 | 64.6 | 26.7 | |
| MOCBackbone=DLA34, Stream Type=RGB-stream2021.04 | 72.1 | 78.2 | 50.7 | 26.2 | |
| TacNetBackbone=VGG, Stream Type=Two-stream2021.04 | 72.1 | 77.5 | 52.9 | 24.1 | |
| ACTBackbone=VGG, Stream Type=Two-stream2021.04 | 67.1 | 77.2 | 51.4 | 25 | |
| T-CNNBackbone=C3D, Stream Type=RGB-stream2021.04 | 41.4 | 47.1 | — | — |