Activity Detection on Charades (val)
26.95mAPCoarse-Fine
Evaluation Results
| Method | Links | |
|---|---|---|
| Coarse-FineModality=RGB, Pretraining=Proposed Detection, Model Type=Ensemble2021.11 | 26.95 | |
| PDANModality=RGB + Optical Flow, Pretraining=Classification2021.11 | 26.5 | |
| Coarse-FineModality=RGB, Pretraining=Proposed Detection, Model Type=Single-model2021.11 | 26.19 | |
| TGM + SE*Modality=RGB, Pretraining=Proposed Detection, Model Type=Ensemble2021.11 | 25.5 | |
| MS-TCTModality=RGB, Pretraining=Classification2021.11 | 25.4 | |
| SlowFast_detModality=RGB, Pretraining=Proposed Detection, Model Type=Ensemble2021.11 | 25.32 | |
| Coarse-FineModality=RGB, Pretraining=Classification2021.11 | 25.1 | |
| SlowFast_detModality=RGB, Pretraining=Proposed Detection, Model Type=Single-model2021.11 | 24.73 | |
| TGM + SE*Modality=RGB, Pretraining=Proposed Detection, Model Type=Single-model2021.11 | 24.11 | |
| X3DModality=RGB, Pretraining=Proposed Detection, Model Type=Ensemble2021.11 | 23.94 | |
| SE*Modality=RGB, Pretraining=Proposed Detection, Model Type=Ensemble2021.11 | 23.92 | |
| TGM + SE*Modality=RGB, Pretraining=Classification2021.11 | 23.84 | |
| VS-ST-MPNNModality=RGB + Object, Pretraining=Classification2021.11 | 23.7 | |
| SlowFast_detModality=RGB, Pretraining=Classification2021.11 | 22.8 | |
| X3DModality=RGB, Pretraining=Proposed Detection, Model Type=Single-model2021.11 | 22.36 | |
| SE*Modality=RGB, Pretraining=Proposed Detection, Model Type=Single-model2021.11 | 22.24 | |
| SE*Modality=RGB, Pretraining=Classification2021.11 | 21.79 | |
| X3DModality=RGB, Pretraining=Classification2021.11 | 20.66 | |
| STGCNModality=RGB + Optical Flow, Pretraining=Classification2021.11 | 19.09 | |
| 3D ResNet-50Modality=RGB, Pretraining=Classification2021.11 | 18.6 | |
| Two-stream I3DModality=RGB + Optical Flow, Pretraining=Classification2021.11 | 17.22 |