Unsupervised Continual Learning on FACED
55.6Accuracy (ACC)ADaCoRe
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADaCoReBuffer size (% of BrainUICL)=∼ 102026.05 | 55.6 | 54 | 51.4 | 51.4 | |
| BrainUICLBuffer size (% of BrainUICL)=1002026.05 | 40.3 | 36.8 | 36 | 33.9 | |
| CoTTA2026.05 | 39.3 | 35.5 | 34.7 | 32.1 | |
| UCL-GVBuffer size (% of BrainUICL)=1002026.05 | 38.8 | 34.8 | 34.3 | 31.7 | |
| LwF2026.05 | 38.3 | 34.8 | 34.7 | 32.3 | |
| ConDABuffer size (% of BrainUICL)=1002026.05 | 38.1 | 34.3 | 33.9 | 31.1 | |
| TSTCC2026.05 | 37.8 | 33.7 | 33.5 | 30.7 | |
| EWC2026.05 | 37.5 | 33.3 | 33.4 | 30.5 | |
| ReSNTBuffer size (% of BrainUICL)=1002026.05 | 37.2 | 33.3 | 33.8 | 31.1 | |
| MMD2026.05 | 34.5 | 29.7 | 30.8 | 27.1 |