Class Incremental Learning on ImageNet-R B100 Inc20 (test)
84.55Average AccuracyHDSD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HDSD2026.05 | 84.55 | 82.13 | |
| RAPF2026.05 | 83.77 | 81.45 | |
| ENGINE2026.05 | 83.6 | 81 | |
| SPABase Classes=100, Increment Size=202026.05 | 82.5 | 79.5 | |
| PROOF2026.05 | 81.78 | 77.17 | |
| BOFA2026.05 | 81.73 | 79.82 | |
| BOFABase Classes=100, Increment Size=202026.05 | 81.6 | 79.12 | |
| CLG-CBMBase Classes=100, Increment Size=202026.05 | 81.46 | 77.88 | |
| PROOFBase Classes=100, Increment Size=202026.05 | 81.2 | 78.92 | |
| ADAM-Adapter2026.05 | 79.75 | 75.37 | |
| ZS-CLIPBase Classes=100, Increment Size=202026.05 | 79.57 | 77.17 | |
| SimpleCILBase Classes=100, Increment Size=202026.05 | 76.84 | 74.48 | |
| RAPFBase Classes=100, Increment Size=202026.05 | 76.1 | 70.23 | |
| CODA-PromptBase Classes=100, Increment Size=202026.05 | 73.71 | 68.05 | |
| DualPromptBase Classes=100, Increment Size=202026.05 | 73.22 | 67.58 | |
| L2PBase Classes=100, Increment Size=202026.05 | 72.82 | 66.77 | |
| DualPrompt2026.05 | 69.18 | 45.37 | |
| L2P++2026.05 | 67.73 | 43.28 | |
| CODA2026.05 | 65.62 | 35.06 |