Video Action Detection on UCF101-24 1.0 (test)
90.7F-mAP@0.5BMVIT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BMVITBackbone=ViT-B, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 90.7 | — | — | |
| EVADBackbone=ViT-B, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 85.1 | — | — | |
| ACAR-NetBackbone=SF-R50, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 84.3 | — | — | |
| STMixerBackbone=SF-R101NL, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 83.7 | — | — | |
| TubeRBackbone=I3D, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 83.2 | 83.3 | 58.4 | |
| YOWOBackbone=ResNext-101, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 80.4 | 75.8 | 48.8 | |
| VideoCapsuleNetBackbone=I3D, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 78.6 | 97.1 | 80.3 | |
| MOCBackbone=DLA-34, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 78 | 82.8 | 53.8 | |
| Stable Mean TeacherBackbone=I3D, Learning Supervision=Semi-Supervised, Annotation %=10%2024.12 | 73.9 | 95.8 | 76.3 | |
| TACNetBackbone=RN-50, Learning Supervision=Fully-Supervised, Annotation %=100%2024.12 | 72.1 | 77.5 | 52.9 | |
| Baseline Mean TeacherBackbone=I3D, Learning Supervision=Semi-Supervised, Annotation %=10%2024.12 | 67.3 | 92.7 | 70.5 | |
| E2E-SSLBackbone=I3D, Learning Supervision=Semi-Supervised, Annotation %=10%2024.12 | 65.2 | 91.8 | 66.7 | |
| ISDBackbone=I3D, Learning Supervision=Semi-Supervised, Annotation %=10%2024.12 | 60.2 | 91.3 | 64 | |
| Pseudo-labelBackbone=I3D, Learning Supervision=Semi-Supervised, Annotation %=10%2024.12 | 59.3 | 89.9 | 58.3 | |
| Supervised baselineBackbone=I3D, Learning Supervision=Semi-Supervised, Annotation %=10%2024.12 | 53.5 | 77.2 | 49.7 | |
| GLNetBackbone=I3D, Learning Supervision=Weakly-Supervised2024.12 | 30.4 | 45.5 | 17.3 | |
| MixMatchBackbone=I3D, Learning Supervision=Semi-Supervised, Annotation %=10%2024.12 | 10.3 | 54.7 | 4.9 | |
| Cheron et al.Backbone=RN-50, Learning Supervision=Weakly-Supervised2024.12 | — | 43.9 | 17.7 | |
| GuessWABackbone=IRv2, Learning Supervision=Weakly-Supervised2024.12 | — | 45.8 | 19.3 | |
| PSALBackbone=RN-50, Learning Supervision=Weakly-Supervised2024.12 | — | 41.8 | — | |
| UAWSBackbone=RN-50, Learning Supervision=Weakly-Supervised2024.12 | — | 61.7 | 35 |