Action Recognition on N-UCLA (test)
97.2AccuracyTa-CNN+
Evaluation Results
| Method | Links | |
|---|---|---|
| Ta-CNN+2022.05 | 97.2 | |
| TCA-GCNfour-stream fusion=true2022.05 | 97 | |
| TCA-GCN2022.05 | 96.8 | |
| HyperformerType=Transformer, Multi-stream fusion strategy=true2022.11 | 96.7 | |
| InfoGCNType=GCN, Multi-stream fusion strategy=true, Loss configuration=with MMD losses2022.11 | 96.6 | |
| CTR-GCN2022.05 | 96.5 | |
| Ta-CNN2022.05 | 96.1 | |
| Ta-CNNType=CNN, Multi-stream fusion strategy=true2022.11 | 96.1 | |
| DC-GCN+ADG2022.05 | 95.3 | |
| DC-GCN+ADGType=GCN, Multi-stream fusion strategy=true2022.11 | 95.3 | |
| Shift-GCN2022.05 | 94.6 | |
| 4s-shift-GCNType=GCN, Multi-stream fusion strategy=true2022.11 | 94.6 | |
| AGC-LSTM2022.05 | 93.3 | |
| 2s-AGC-LSTMType=RNN, Multi-stream fusion strategy=true2022.11 | 93.3 | |
| SGN2022.05 | 92.5 | |
| Action Machine2022.05 | 92.3 | |
| EleAtt-GRU(aug.)Data Augmentation=true2019.09 | 90.7 | |
| VA-CNN (aug.)Type=CNN, Multi-stream fusion strategy=true2022.11 | 90.7 | |
| TS-LSTMType=RNN, Multi-stream fusion strategy=true2022.11 | 89.2 | |
| EleAtt-GRUData Augmentation=false2019.09 | 89 | |
| VA-fusion2022.05 | 88.1 | |
| Glimpse Clouds2022.05 | 87.6 | |
| DA-Net2019.09 | 86.5 | |
| Baseline-GRULayers=3-layer stacked GRU2019.09 | 84.3 | |
| HBRNN-L2019.09 | 78.5 | |
| HBRNN-L2022.05 | 78.5 | |
| AE2019.09 | 76 | |
| Lie Group2022.05 | 74.2 | |
| HOJ3D2019.09 | 54.5 |