Human Action Recognition on SBU Kinect Interaction
99.1AccuracyF2CSkeleton
Evaluation Results
| Method | Links | |
|---|---|---|
| F2CSkeleton2018.05 | 99.1 | |
| HCN2018.04 | 98.6 | |
| VA-LSTM2018.04 | 97.6 | |
| VA-LSTM2017.03 | 97.2 | |
| VA-LSTM2018.05 | 97.2 | |
| GCA-LSTMTraining protocol=stepwise training2017.07 | 94.9 | |
| Context-aware attention LSTM2018.05 | 94.9 | |
| Two-stream RNN2017.04 | 94.8 | |
| GCA-LSTMTraining protocol=direct training2017.07 | 94.1 | |
| Clips+CNN+MTLN2018.05 | 93.6 | |
| SkeletonNet2017.07 | 93.5 | |
| SkeletonNet2018.05 | 93.5 | |
| ST-LSTM+Trust Gate2018.04 | 93.3 | |
| Trust Gate ST-LSTM2017.04 | 93.3 | |
| ST-LSTM (Tree Traversal) + Trust Gate2017.03 | 93.3 | |
| ST-LSTM2017.07 | 93.3 | |
| ST-LSTM+Trust Gate2018.05 | 93.3 | |
| Clips+CNN+Concatenation2018.05 | 92.9 | |
| STA-LSTMattention_type=spatio-temporal2016.11 | 91.51 | |
| STA-LSTM2018.04 | 91.5 | |
| STA-LSTM2017.03 | 91.5 | |
| Co-occurrence RNN2016.11 | 90.41 | |
| Co-occurrence RNN2018.04 | 90.4 | |
| Co-occurrence LSTM2017.04 | 90.4 | |
| Co-occurrence RNN2017.03 | 90.4 | |
| Co-occurrence LSTM2017.07 | 90.4 | |
| Deep LSTM+Co-occurence2018.05 | 90.4 | |
| ST-LSTM2018.04 | 88.6 | |
| Joint feature (Ji, Ye, and Cheng 2014)feature_type=Joint feature2016.11 | 86.9 | |
| Joint feature2018.04 | 86.9 | |
| Joint Featurecitation_id=[22]2017.04 | 86.9 | |
| Joint featuresource=[17]2017.03 | 86.9 | |
| Ji et al.2017.07 | 86.9 | |
| Deep LSTM2017.04 | 86 | |
| Deep LSTM2017.07 | 86 | |
| CHARM2017.07 | 83.9 | |
| HBRNN2017.04 | 80.4 | |
| HBRNN-L2017.03 | 80.4 | |
| HBRNN2017.07 | 80.4 | |
| Hierarchical RNN2016.11 | 80.35 | |
| Joint feature (Yun et al. 2012)feature_type=Joint feature2016.11 | 80.3 | |
| Joint Featurecitation_id=[53]2017.04 | 80.3 | |
| Joint featuresource=[46]2017.03 | 80.3 | |
| Yun et al.2017.07 | 80.3 | |
| Raw skeleton (Ji, Ye, and Cheng 2014)feature_type=Raw skeleton2016.11 | 79.4 | |
| Raw skeleton2018.04 | 79.4 | |
| Raw skeletonsource=[17]2017.03 | 79.4 | |
| Raw skeleton (Yun et al. 2012)feature_type=Raw skeleton2016.11 | 49.7 | |
| Raw skeletonsource=[46]2017.03 | 49.7 |