Online Continual Self-Supervised Learning on CIFAR-100 streaming online 20 experiences
49.5Final AccuracySOLAR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SOLARBUFFER=Deviation-Aware, DISTILL.=X2026.04 | 49.5 | 42.3 | |
| ERBUFFER=FIFO, DISTILL.=X2026.04 | 49 | 39.3 | |
| PERBUFFER=PER, DISTILL.=X2026.04 | 48.5 | 39.1 | |
| LARSBUFFER=LARS, DISTILL.=X2026.04 | 47 | 39.5 | |
| CLA-RBUFFER=FIFO, DISTILL.=✓2026.04 | 46.7 | 42.3 | |
| MinRedBUFFER=MinRed, DISTILL.=✓2026.04 | 46.5 | 40.9 | |
| CLA-EBUFFER=FIFO, DISTILL.=✓2026.04 | 45.6 | 34.2 | |
| ERBUFFER=Reservoir, DISTILL.=X2026.04 | 44.4 | 39.6 | |
| SCALEBUFFER=PSA, DISTILL.=✓2026.04 | 31.9 | 27.1 |