Class-Incremental Learning on ImageNet-R B0 Inc5 (test)
82.44Average AccuracyNoFA-BC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NoFA-BCBase classes=0, Incremental step size=52026.05 | 82.44 | 74.67 | |
| EASEBase classes=0, Incremental step size=52026.05 | 78.31 | 70.58 | |
| ACMapBase classes=0, Incremental step size=52026.05 | 77.31 | 70.49 | |
| APERBase classes=0, Incremental step size=52026.05 | 75.82 | 67.95 | |
| ACILBase classes=0, Incremental step size=52026.05 | 75.16 | 67.33 | |
| DS-ALBase classes=0, Incremental step size=52026.05 | 74.59 | 67.57 | |
| CODABase classes=0, Incremental step size=52026.05 | 64.42 | 55.08 | |
| DualPromptBase classes=0, Incremental step size=52026.05 | 63.31 | 55.22 | |
| SimpleCILBase classes=0, Incremental step size=52026.05 | 62.58 | 54.55 | |
| L2PBase classes=0, Incremental step size=52026.05 | 52.17 | 49.2 | |
| Adapter-FTBase classes=0, Incremental step size=52026.05 | 47.59 | 40.28 | |
| LwFBase classes=0, Incremental step size=52026.05 | 39.93 | 26.47 | |
| FinetuneBase classes=0, Incremental step size=52026.05 | 21.61 | 10.79 |