Action Recognition on NTU RGB+D 120 (Cross-View)
96.45AccuracyENConvLSTM
Evaluation results
| Method | Links | |
|---|---|---|
| ENConvLSTM2025.01 | 96.45 | |
| ST-GCNRef=[23]2025.01 | 95.9 | |
| NAS-GCN2025.01 | 95.7 | |
| 2S-AGCN2025.01 | 95.1 | |
| 2SAGC-LSTM2025.01 | 95 | |
| AS-GCN2025.01 | 94.2 | |
| SR-TSL2025.01 | 92.4 | |
| STGR-GCN2025.01 | 92.3 | |
| LA-GCN2026.03 | 91.8 | |
| HocSLM2026.03 | 91.8 | |
| GAP2026.03 | 91.1 | |
| Info-GCN2026.03 | 90.7 | |
| CTR-GCN2026.03 | 90.6 | |
| DPRL2025.01 | 89.8 | |
| MST-GCN2026.03 | 88.8 | |
| Dynamic-GCN2026.03 | 88.6 | |
| MS-G3D2026.03 | 88.4 | |
| ST-GCNRef=[15]2025.01 | 88.3 | |
| DC-GCN + ADG2026.03 | 88.1 | |
| VA-LSTM2025.01 | 87.7 | |
| Shift-GCN2026.03 | 87.6 | |
| ST-TR-agcn2026.03 | 87.1 | |
| Deep STGCK2025.01 | 86.3 | |
| 2s-AGCN2026.03 | 84.2 | |
| TCN2025.01 | 83.1 | |
| SGN2026.03 | 81.5 | |
| STA-LSTM2025.01 | 81.2 | |
| ST-GCN + AS-GCN w/DH-TCN2020.03 | 79.2 | |
| dense-IndRNN-augAugmentation=true2019.10 | 79.18 | |
| dense-IndRNN2019.10 | 77.37 | |
| IndRNNLayers=62019.10 | 75.04 | |
| ST-GCN2026.03 | 73.2 | |
| IndRNNLayers=42019.10 | 72.05 | |
| PURLSZero-shot protocol=true2024.06 | 71.95 | |
| AIS2020.03 | 71.59 | |
| P-LSTM2025.01 | 70.3 | |
| SkeleMotion2019.10 | 67.7 | |
| GlobalZero-shot protocol=true2024.06 | 66.96 | |
| Body Pose Evolution Map2020.03 | 66.9 | |
| SkeleMotion2020.03 | 66.9 | |
| Body Pose Evolution Map2019.10 | 66.9 | |
| SMIEZero-shot protocol=true2024.06 | 65.74 | |
| Dynamic Skeleton2025.01 | 65.2 | |
| Two-Stream Attention LSTM2020.03 | 63.3 | |
| Two-Stream Attention LSTM2019.10 | 63.3 | |
| Skeleton Visualization (Single Stream)2020.03 | 63.2 | |
| TSRJI2020.03 | 62.8 | |
| SynSEZero-shot protocol=true2024.06 | 62.69 | |
| Multi-Task CNN with RotClips2020.03 | 61.8 | |
| DeViSEZero-shot protocol=true2024.06 | 61.52 | |
| CADA-VAEZero-shot protocol=true2024.06 | 59.53 | |
| GCA-LSTM et al.2020.03 | 59.2 | |
| GCA-LSTM2019.10 | 59.2 | |
| ReViSEZero-shot protocol=true2024.06 | 57.92 | |
| Spatio-Temporal LSTM2020.03 | 57.9 | |
| ST-LSTM2019.10 | 57.9 | |
| JPOSEZero-shot protocol=true2024.06 | 51.93 | |
| Soft RNN2020.03 | 44.9 | |
| Soft RNN2019.10 | 44.9 | |
| Part Aware LSTM2020.03 | 26.3 | |
| Part-aware LSTM2019.10 | 26.3 |