Early Action Recognition on JHMDB
83.5AccuracyJVS + JCC + JFIP+ FN + L2 + Cosine
Evaluation results
| Method | Links | |
|---|---|---|
| JVS + JCC + JFIP+ FN + L2 + CosineModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 83.5 | |
| JVS + JCC + JFIPModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 82 | |
| RGN-Res-KFModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 78 | |
| FN + L2 + CosineModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 76.9 | |
| I3DKDModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 75.9 | |
| RBF-RNNModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 73 | |
| PCGANModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 67.4 | |
| BaselineModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 61.9 | |
| MM-LSTMModality=rgb+optical flow, Base Model=Resnet18(2D+1D), Observation Percentage=20%2021.05 | 55 |