Unsupervised Continual Learning on PhysioNet-MI
61.7AccuracyADaCoRe
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADaCoReBuffer size (% of BrainUICL)=∼ 52026.05 | 61.7 | 58.2 | 72.2 | 70.6 | |
| BrainUICLBuffer size (% of BrainUICL)=1002026.05 | 48.4 | 47.5 | 48.7 | 48.3 | |
| CoTTA2026.05 | 47.4 | 46.3 | 46.1 | 44.6 | |
| LwF2026.05 | 47 | 45.9 | 45.8 | 44.2 | |
| EWC2026.05 | 46.9 | 45.9 | 46.3 | 45.4 | |
| ConDABuffer size (% of BrainUICL)=1002026.05 | 45.5 | 44.4 | 44.9 | 43.6 | |
| ReSNTBuffer size (% of BrainUICL)=1002026.05 | 45.5 | 44.5 | 45.5 | 44.7 | |
| TSTCC2026.05 | 44.9 | 43.3 | 45.4 | 44.1 | |
| MMD2026.05 | 44.5 | 43.7 | 45 | 44.4 | |
| UCL-GVBuffer size (% of BrainUICL)=1002026.05 | 42.7 | 41.5 | 42.5 | 42 |