Continual Learning on UCI-HAR (30 subjects, 6 activities) (test)
94.1FAUpper Bound
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Upper BoundType=Joint Training2026.03 | 94.1 | 0 | 94.1 | |
| Gated Adaptation (Ours)Type=Replay-free2026.03 | 80.3 | 14.5 | 94.9 | |
| HATType=Replay-free2026.03 | 77.5 | 21 | 98.7 | |
| EWCType=Replay-free2026.03 | 76.2 | 22.3 | 98.9 | |
| LwFType=Replay-free2026.03 | 74.7 | 23.6 | 98.4 |