Action Recognition on UT-Kinect
100AccuracyMANs-9
Evaluation results
| Method | Links | |
|---|---|---|
| MANs-9#param=0.8M2018.04 | 100 | |
| MANs-33#param=3.1M2018.04 | 100 | |
| MANs#param=12.0M, Backbone=ResNet-182018.04 | 100 | |
| MANs-61#param=5.7M2018.04 | 99.5 | |
| GCA-LSTMTraining protocol=stepwise training2017.07 | 99 | |
| GCA-LSTM2018.04 | 99 | |
| MANs#param=27.6M, Backbone=DenseNet-1612018.04 | 99 | |
| GCA-LSTMTraining protocol=direct training2017.07 | 98.5 | |
| DPRLYear=20182018.11 | 98.5 | |
| GR-GCNAblation=Complete model2018.11 | 98.5 | |
| ST-NBNNYear=20172018.11 | 98 | |
| ST-LSTMAttention iterations=22017.07 | 97.5 | |
| ST-LSTM + TG2018.04 | 97.5 | |
| SPGKYear=20162018.11 | 97.4 | |
| GR-GCNAblation=Bone + Intra-connection2018.11 | 97.4 | |
| Lie GroupYear=20142018.11 | 97.1 | |
| ST-LSTM2017.07 | 97 | |
| ST-LSTMAttention iterations=12017.07 | 97 | |
| ST-LSTM2018.04 | 97 | |
| ST-LSTM(Tree) + Trust GateYear=20182018.11 | 97 | |
| Bi-LSTMYear=20182018.11 | 96.9 | |
| GR-GCNAblation=Bone only2018.11 | 96.9 | |
| Action-Snippets and Activated Simplices2017.07 | 96.5 | |
| LARP+mfPCAYear=20152018.11 | 94.9 | |
| Key-Pose-Motifs Mining2017.07 | 93.5 | |
| Riemannian Manifold2017.07 | 91.5 | |
| Histogram of 3D Joints2017.07 | 90.9 | |
| Grassmann Manifold2017.07 | 88.5 |