Cross-user Activity Recognition on DSADS (cross-user)
87.77Accuracy (ABC->D)PPO-variant
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PPO-variantoptimization=PPO+GAE2026.03 | 87.77 | 85.48 | 91.96 | 87.93 | 88.29 | 2.33 | |
| CTFGoptimization=GRPO2026.03 | 87.22 | 85.78 | 93.21 | 87.91 | 88.53 | 2.87 | |
| ACON2026.03 | 85.43 | 88.76 | 89.17 | 87.25 | 87.65 | 1.47 | |
| ANDMask2026.03 | 82.36 | 78.75 | 84.87 | 82.22 | 82.05 | 2.18 | |
| AdaRNN2026.03 | 79.53 | 77.84 | 83.23 | 76.92 | 79.38 | 2.41 | |
| RSC2026.03 | 78.92 | 83.94 | 82.47 | 80.42 | 81.44 | 1.92 | |
| ERM2026.03 | 76.56 | 77.25 | 81.03 | 75.39 | 77.56 | 2.11 |