Class-Incremental Learning on FGVC-Aircraft B50 Inc10 (test)
66.82Average Performance (A-bar)SPA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPABase Classes=50, Increment Size=102026.05 | 66.82 | 63.01 | |
| BOFABase Classes=50, Increment Size=102026.05 | 66.09 | 61.36 | |
| PROOFBase Classes=50, Increment Size=102026.05 | 59.47 | 57.1 | |
| CLG-CBMBase Classes=50, Increment Size=102026.05 | 59.25 | 55.39 | |
| SimpleCILBase Classes=50, Increment Size=102026.05 | 53.05 | 48.09 | |
| DualPromptBase Classes=50, Increment Size=102026.05 | 46.07 | 33.57 | |
| CODA-PromptBase Classes=50, Increment Size=102026.05 | 45.14 | 32.28 | |
| L2PBase Classes=50, Increment Size=102026.05 | 44.07 | 32.13 | |
| RAPFBase Classes=50, Increment Size=102026.05 | 40.47 | 25.44 | |
| ZS-CLIPBase Classes=50, Increment Size=102026.05 | 21.7 | 17.22 |