Human Activity Recognition on WISDM (Cross-Domain Transfer Scenarios)
74.44Accuracy (12→9)SAFA
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| SAFA2026.06 | 74.44 | 63.28 | 63.23 | 39.39 | 64.83 | 89.49 | 79.68 | 70.78 | 43.47 | 65.4 | |
| CE-SFDA2026.06 | 71.57 | 57.49 | 68.09 | 35.98 | 55.01 | 80.2 | 75.01 | 62.66 | 42.13 | 60.91 | |
| SHOT2026.06 | 54.17 | 34.31 | 53.45 | 32.73 | 49.94 | 88.18 | 72.41 | 51.54 | 24.66 | 51.27 | |
| AaD2026.06 | 53.72 | 47.52 | 35.82 | 24.73 | 49.94 | 45.69 | 74.54 | 32.94 | 37.9 | 44.76 | |
| TemSR2026.06 | 52.1 | 46.63 | 41.05 | 24.38 | 33.8 | 54.41 | 60.52 | 40.15 | 42.84 | 43.99 | |
| MAPU2026.06 | 27.74 | 27.29 | 37.06 | 21.57 | 50.45 | 54.98 | 71.92 | 28.26 | 32.75 | 39.11 | |
| NRC2026.06 | 25.06 | 30.21 | 58.37 | 23.26 | 32.79 | 72.33 | 70.91 | 51.17 | 44.63 | 45.41 |