Activity Detection on MultiTHUMOS
46.4mAPI3D + super-events + our TGMS
Evaluation results
| Method | Links | |
|---|---|---|
| I3D + super-events + our TGMSbackbone=I3D, temporal_module=TGM + super-events2018.03 | 46.4 | |
| I3D + our TGMsbackbone=I3D, temporal_module=TGM2018.03 | 44.3 | |
| MS-TCTBackbone=I3D, GFLOPs=6.62021.12 | 43.1 | |
| MLADBackbone=I3D, GFLOPs=44.82021.12 | 42.2 | |
| PDANBackbone=I3D, GFLOPs=3.22021.12 | 40.2 | |
| TGMBackbone=I3D, GFLOPs=1.22021.12 | 37.2 | |
| I3D + super-eventsbackbone=I3D, temporal_module=super-events2018.03 | 36.4 | |
| Super-eventBackbone=I3D, GFLOPs=0.82021.12 | 36.4 | |
| I3D + temporal pyramidbackbone=I3D, temporal_module=temporal pyramid2018.03 | 31.2 | |
| SSN2018.03 | 30.3 | |
| I3D + LSTMbackbone=I3D, temporal_module=LSTM2018.03 | 29.9 | |
| Predictive-corrective2018.03 | 29.7 | |
| I3D baselinebackbone=I3D2018.03 | 29.7 | |
| Multi-LSTMtemporal_module=Multi-LSTM2018.03 | 29.6 | |
| Two-stream + LSTMbackbone=Two-stream, temporal_module=LSTM2018.03 | 28.1 | |
| Two-streambackbone=Two-stream2018.03 | 27.6 |