Gesture Recognition on ChaLearn Gesture Recognition dataset
0.92F1-scoreST-LSTM (Tree) + Trust Gate
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ST-LSTM (Tree) + Trust GateFeature=Geometric2017.06 | 0.92 | — | — | |
| Two-stream RNN2017.04 | 0.917 | 0.917 | 0.918 | |
| CNN for Skeleton2017.04 | 0.912 | 0.912 | 0.913 | |
| ST-LSTM (Tree)Feature=Geometric2017.06 | 0.899 | — | — | |
| ST-LSTM (Joint Chain)Feature=Geometric2017.06 | 0.891 | — | — | |
| Deep LSTMFeature=Geometric2017.06 | 0.871 | — | — | |
| VideoDarwin2017.04 | 0.752 | 0.753 | 0.751 | |
| VideoDarwinFeature=Geometric2017.06 | 0.752 | — | — | |
| HiVideoDarwin2017.04 | 0.746 | 0.749 | 0.756 | |
| HiVideoDarwinFeature=Geometric2017.06 | 0.746 | — | — | |
| Gesture Spotting2017.04 | 0.617 | 0.612 | 0.623 | |
| Pfister et al.Feature=Geometric2017.06 | 0.617 | — | — | |
| Skeleton Feature2017.04 | 0.596 | 0.599 | 0.593 | |
| Wu et al.Feature=Geometric2017.06 | 0.596 | — | — | |
| Portfolios2017.04 | 0.56 | — | — | |
| PortfoliosFeature=Geometric2017.06 | 0.56 | — | — |