Incremental Image Classification on ImageNet-100 (test) (from scratch)
53.2AlastGATF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GATFT=10, Training Condition=from scratch2026.06 | 53.2 | 67.4 | |
| LDCT=10, Training Condition=from scratch2026.06 | 51.4 | 69.4 | |
| AdaGaussT=10, Training Condition=from scratch2026.06 | 51.1 | 65 | |
| EFCT=10, Training Condition=from scratch2026.06 | 50.9 | 61.3 | |
| DPCRT=10, Training Condition=from scratch2026.06 | 49.9 | 64.8 | |
| GATFT=20, Training Condition=from scratch2026.06 | 44.7 | 59.1 | |
| AdaGaussT=20, Training Condition=from scratch2026.06 | 42.6 | 57.4 | |
| FeCAMT=10, Training Condition=from scratch2026.06 | 38.7 | 54.8 | |
| EFCT=20, Training Condition=from scratch2026.06 | 38.6 | 50.5 | |
| ADCT=10, Training Condition=from scratch2026.06 | 38.3 | 55.5 | |
| DPCRT=20, Training Condition=from scratch2026.06 | 37.3 | 54.7 | |
| FeTrILT=10, Training Condition=from scratch2026.06 | 36.2 | 52.6 | |
| SDCT=10, Training Condition=from scratch2026.06 | 35.4 | 50.1 | |
| LwFT=10, Training Condition=from scratch2026.06 | 33.4 | 51.5 | |
| FeCAMT=20, Training Condition=from scratch2026.06 | 29 | 44.6 | |
| LDCT=20, Training Condition=from scratch2026.06 | 28.5 | 46.5 | |
| FeTrILT=20, Training Condition=from scratch2026.06 | 26.6 | 42.4 | |
| PASST=10, Training Condition=from scratch2026.06 | 26.4 | 45.7 | |
| EWCT=10, Training Condition=from scratch2026.06 | 25.1 | 40.6 | |
| ADCT=20, Training Condition=from scratch2026.06 | 25.1 | 43.4 | |
| SDCT=20, Training Condition=from scratch2026.06 | 19.4 | 36.5 | |
| LwFT=20, Training Condition=from scratch2026.06 | 18.6 | 41.3 | |
| PASST=20, Training Condition=from scratch2026.06 | 14.4 | 31.7 | |
| EWCT=20, Training Condition=from scratch2026.06 | 13.7 | 29.2 |