Action Recognition on NTU RGB+D 120 (110/10 Xsub)
78.9AccuracyFlora
Evaluation results
| Method | Links | |
|---|---|---|
| FloraTraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 78.9 | |
| FloraTraining data percentage=10%, Task setting=ZSL2025.11 | 78.1 | |
| FloraTraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 78.1 | |
| FloraTraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 78.1 | |
| FloraTraining data percentage=1%, Task setting=ZSL2025.11 | 77.4 | |
| FloraTraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 77.4 | |
| FS-VAETraining data percentage=1%, Task setting=ZSL2025.11 | 72.7 | |
| FS-VAETraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 72.7 | |
| TDSMTraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 71.9 | |
| FS-VAETraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 70.2 | |
| FS-VAETraining data percentage=10%, Task setting=ZSL2025.11 | 69.6 | |
| FS-VAETraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 69.6 | |
| FS-VAETraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 69.6 | |
| TDSMTraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 69.3 | |
| NeuronTraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 68.6 | |
| TDSMTraining data percentage=10%, Task setting=ZSL2025.11 | 66.3 | |
| TDSMTraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 66.3 | |
| TDSMTraining data percentage=1%, Task setting=ZSL2025.11 | 63.3 | |
| TDSMTraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 63.3 | |
| NeuronTraining data percentage=10%, Task setting=ZSL2025.11 | 62.8 | |
| NeuronTraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 62.8 | |
| SMIETraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 60.8 | |
| SMIETraining data percentage=10%, Task setting=ZSL2025.11 | 58.1 | |
| SMIETraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 58.1 | |
| SynSETraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 56.2 | |
| SynSETraining data percentage=1%, Task setting=ZSL2025.11 | 56 | |
| SynSETraining data percentage=10%, Task setting=ZSL2025.11 | 56 | |
| SynSETraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 56 | |
| SynSETraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 56 | |
| SMIETraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 55.9 | |
| SynSETraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 55.7 | |
| SA-DAVETraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 55.6 | |
| STARTraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 53.2 | |
| JPoSETraining data percentage=10%, Task setting=ZSL2025.11 | 49.9 | |
| JPoSETraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 49.9 | |
| NeuronTraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 48.5 | |
| JPoSETraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 48.2 | |
| STARTraining data percentage=10%, Task setting=ZSL2025.11 | 46.8 | |
| STARTraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 46.8 | |
| STARTraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 41.8 | |
| SA-DAVETraining data percentage=10%, Task setting=ZSL2025.11 | 40.9 | |
| SA-DAVETraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 40.9 | |
| CADA-VAETraining data percentage=10%, Task setting=ZSL2025.11 | 39.1 | |
| CADA-VAETraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 39.1 | |
| CADA-VAETraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 38.3 | |
| JPoSETraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 36.5 | |
| SMIETraining data percentage=1%, Task setting=ZSL2025.11 | 36 | |
| SMIETraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 36 | |
| CADA-VAETraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 35.3 | |
| CADA-VAETraining data percentage=1%, Task setting=ZSL2025.11 | 29.9 | |
| CADA-VAETraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 29.9 | |
| NeuronTraining data percentage=1%, Task setting=ZSL2025.11 | 28.8 | |
| NeuronTraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 28.8 | |
| SA-DAVETraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 28.5 | |
| ReViSETraining data percentage=10%, Task setting=ZSL2025.11 | 23.6 | |
| ReViSETraining Data Percentage=10%, Features=SynSE-based Shift-GCN2025.11 | 23.6 | |
| ReViSETraining Data Percentage=50%, Features=SynSE-based Shift-GCN2025.11 | 20.3 | |
| STARTraining data percentage=1%, Task setting=ZSL2025.11 | 18.9 | |
| STARTraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 18.9 | |
| JPoSETraining data percentage=1%, Task setting=ZSL2025.11 | 15.6 | |
| JPoSETraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 15.6 | |
| ReViSETraining data percentage=1%, Task setting=ZSL2025.11 | 14.8 | |
| ReViSETraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 14.8 | |
| ReViSETraining Data Percentage=5%, Features=SynSE-based Shift-GCN2025.11 | 14.8 | |
| SA-DAVETraining data percentage=1%, Task setting=ZSL2025.11 | 14.4 | |
| SA-DAVETraining Data Percentage=1%, Features=SynSE-based Shift-GCN2025.11 | 14.4 |