Action Recognition on Breakfast (1357:335)
94.9AccuracyOurs Base Model (+) C2F Ensemble (+) Train Aug. (+) Test Aug.
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours Base Model (+) C2F Ensemble (+) Train Aug. (+) Test Aug.Feature=I3D, fine-tuned=false2021.05 | 94.9 | |
| Ours Base Model (+) C2F Ensemble (+) Train Aug.Feature=I3D, fine-tuned=false2021.05 | 92.1 | |
| Ours Base Model (+) C2F EnsembleFeature=I3D, fine-tuned=false2021.05 | 90.7 | |
| PICFeature=I3D, fine-tuned=true2021.05 | 89.9 | |
| Actor-FocusFeature=I3D, fine-tuned=true2021.05 | 89.9 | |
| Ours Base ModelFeature=I3D, fine-tuned=false2021.05 | 88.7 | |
| TimeceptionFeature=I3D, fine-tuned=true2021.05 | 86.9 | |
| ActionVLADFeature=I3D, fine-tuned=true2021.05 | 82.7 | |
| GenerativeFeature=FV [47], fine-tuned=false2021.05 | 73.3 | |
| Actor-FocusFeature=I3D, fine-tuned=false2021.05 | 72 | |
| TimeceptionFeature=I3D, fine-tuned=false2021.05 | 71.3 | |
| VideoGraphFeature=I3D, fine-tuned=false2021.05 | 69.5 | |
| ActionVLADFeature=I3D, fine-tuned=false2021.05 | 65.5 |