Unsupervised Continual Learning on ISRUC
77.6AccuracyADaCoRe
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADaCoReBuffer size (% of BrainUICL)=∼ 152026.05 | 77.6 | 71.6 | 75.5 | 73.3 | |
| BrainUICLBuffer size (% of BrainUICL)=1002026.05 | 74.9 | 69.9 | 74 | 72 | |
| CoTTA2026.05 | 72.2 | 67.6 | 69.2 | 64.7 | |
| UCL-GVBuffer size (% of BrainUICL)=1002026.05 | 71.8 | 66.4 | 70.7 | 68.6 | |
| LwF2026.05 | 71.7 | 67 | 65.1 | 59.9 | |
| ConDABuffer size (% of BrainUICL)=1002026.05 | 71.6 | 66.4 | 70.6 | 68.5 | |
| ReSNTBuffer size (% of BrainUICL)=1002026.05 | 70.7 | 66.2 | 71.3 | 69.4 | |
| EWC2026.05 | 70.2 | 65.2 | 68.4 | 66.1 | |
| TSTCC2026.05 | 68.9 | 63.8 | 61.3 | 55.5 | |
| MMD2026.05 | 68.6 | 62.2 | 68.1 | 65.5 |