Early Action Prediction on UCF101 20% observation
91.7AccuracyJVS + JCC + JFIP
Evaluation results
| Method | Links | |
|---|---|---|
| JVS + JCC + JFIPBackbone=ResNet18(2D+1D), Modality=RGB + Optical Flow, Observation percentage=20%2021.05 | 91.7 | |
| BaselineBackbone=ResNet18(2D+1D), Modality=RGB + Optical Flow, Observation percentage=20%2021.05 | 87.1 | |
| JVS + JCC + JFIPBackbone=ResNet-50, Modality=RGB + Optical Flow, Observation percentage=20%2021.05 | 85.8 | |
| RGN-KFModality=RGB + Optical Flow, Observation percentage=20%2021.05 | 85.2 | |
| AA-GANModality=RGB + Optical Flow, Observation percentage=20%2021.05 | 84.2 | |
| MM-LSTMModality=RGB + Optical Flow, Observation percentage=20%2021.05 | 80.3 | |
| BaselineBackbone=ResNet-50, Modality=RGB + Optical Flow, Observation percentage=20%2021.05 | 78.9 |