Action Recognition on NTU-60 (x-view) (Low Data Evaluation)
92.1Accuracy (10% data)GFP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GFPProtocol=Fine-tuning2026.03 | 92.1 | 72.9 | |
| SLiMProtocol=Fine-tuning2026.03 | 91.9 | 75.8 | |
| MAMPProtocol=Fine-tuning2026.03 | 91.5 | 68.7 | |
| S-JEPAProtocol=Fine-tuning2026.03 | 91.4 | 69.1 | |
| USDRL (DSTE)Evaluation Protocol=Semi-supervised2024.12 | 84 | 60.7 | |
| USDRLProtocol=Fine-tuning2026.03 | 84 | 60.7 | |
| SkeletonMAEProtocol=Fine-tuning2026.03 | 83.5 | 54.6 | |
| PCM3Evaluation Protocol=Semi-supervised2024.12 | 82.8 | 53.1 | |
| USDRL (STTR)Evaluation Protocol=Semi-supervised2024.12 | 82 | 59.1 | |
| HYSPProtocol=Fine-tuning2026.03 | 80.4 | — | |
| CMDEvaluation Protocol=Semi-supervised2024.12 | 80.2 | 53 | |
| CMDProtocol=Fine-tuning2026.03 | 80.2 | 53 | |
| HiCLREvaluation Protocol=Semi-supervised2024.12 | 79.6 | 50.9 | |
| HiCoProtocol=Fine-tuning2026.03 | 78.3 | 54.8 | |
| CPMProtocol=Fine-tuning2026.03 | 77.1 | 57.5 | |
| HaLPProtocol=Fine-tuning2026.03 | 77.1 | 48.7 | |
| GL-TransformerProtocol=Fine-tuning2026.03 | 74.9 | — | |
| ISCEvaluation Protocol=Semi-supervised2024.12 | 72.5 | 38.1 | |
| UmURLProtocol=Fine-tuning2026.03 | — | 58.3 |