Action Recognition on NTU RGB+D 120 (Cross-Subject 96/24)
66.4AccuracyFlora
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FloraBackbone Features=SynSE-based, Fusion Type=Single-stream2025.11 | 66.4 | 55.9 | 50.7 | 53.2 | |
| TDSMBackbone Features=SynSE-based, Fusion Type=Single-stream2025.11 | 65.1 | — | — | — | |
| FloraBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 64.1 | 53.7 | 52.2 | 52.9 | |
| FS-VAEBackbone Features=SynSE-based, Fusion Type=Single-stream2025.11 | 62.5 | 57.8 | 51.9 | 54.7 | |
| InfoCPLBackbone Features=SynSE-based, Fusion Type=Single-stream2025.11 | 60.1 | — | — | — | |
| GZSSARBackbone Features=SynSE-based, Fusion Type=Single-stream2025.11 | 59.7 | 56.8 | 48.6 | 52.4 | |
| NeuronBackbone Features=STAR-based, Fusion Type=Two-stream2025.11 | 57.1 | 67.5 | 44.4 | 53.6 | |
| STAR++Backbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 53.5 | 52.8 | 45.2 | 48.7 | |
| ScoPLeBackbone Features=SynSE-based, Fusion Type=Single-stream2025.11 | 52.2 | 53.3 | 51.2 | 52.2 | |
| PURLSBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 52 | — | — | — | |
| DVTABackbone Features=SynSE-based, Fusion Type=Single-stream2025.11 | 51.8 | — | — | — | |
| SA-DAVEBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 46.1 | 58.8 | 35.8 | 44.5 | |
| STARBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 44.3 | 51.2 | 36.9 | 42.9 | |
| SMIEBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 42.3 | — | — | — | |
| SynSEBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 41.9 | 48.1 | 32.9 | 39.1 | |
| CADA-VAEBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 38.7 | 48.3 | 27.5 | 35.1 | |
| JPoSEBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 38.1 | 41 | 3.8 | 6.9 | |
| ReViSEBackbone Features=STAR-based, Fusion Type=Single-stream2025.11 | 8.5 | 3.4 | 1.5 | 2.1 |