Action Recognition on NTU RGB+D (Cross-Subject & Cross-View)
86.6Accuracy (Cross-Subject)Glimpse Clouds
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Glimpse CloudsRGB=true2018.02 | 86.6 | 93.2 | 89.9 | |
| Hands AttentionPose=true, RGB=true2018.02 | 84.8 | 90.6 | 87.7 | |
| STA-HandsPose=false, RGB=false2018.02 | 82.5 | 88.6 | 85.6 | |
| View-invariantPose=true2018.02 | 80 | 87.2 | 83.6 | |
| MTLNPose=true2018.02 | 79.6 | 84.8 | 82.2 | |
| VA-LSTMPose=true2018.02 | 79.4 | 87.6 | 83.5 | |
| JTMPose=true2018.02 | 76.3 | 81.1 | 78.7 | |
| DSSCA - SSLMPose=true, RGB=true2018.02 | 74.9 | — | — | |
| Ensemble TS-LSTMPose=true2018.02 | 74.6 | 81.3 | 78 | |
| GCA-LSTMPose=true2018.02 | 74.4 | 82.8 | 78.6 | |
| STA-LSTMPose=true2018.02 | 73.2 | 81.2 | 77.2 | |
| Resnet50+LSTMRGB=true, re-implemented=true2018.02 | 71.3 | 80.2 | 75.8 | |
| ST-LSTM + TrustG.Pose=true2018.02 | 69.2 | 77.7 | 73.5 | |
| C3DRGB=true, re-implemented=true2018.02 | 63.5 | 70.3 | 66.9 | |
| Part-aware LSTMPose=true2018.02 | 62.9 | 70.3 | 66.6 | |
| Deep LSTMPose=true2018.02 | 60.7 | 67.3 | 64 | |
| Dynamic SkeletonsPose=true2018.02 | 60.2 | 65.2 | 62.7 | |
| HBRNNPose=true2018.02 | 59.1 | 64 | 61.6 | |
| Lie GroupPose=true2018.02 | 50.1 | 52.8 | 51.5 | |
| Skeleton QuadsPose=true2018.02 | 38.6 | 41.4 | 40 |