Class-Incremental Learning on CUB-200 B0 Inc20 2011 (test)
87.17Average Performance (A-bar)SPA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPABase Classes=0, Increment Size=202026.05 | 87.17 | 81.93 | |
| BOFABase Classes=0, Increment Size=202026.05 | 86.66 | 80.58 | |
| CLG-CBMBase Classes=0, Increment Size=202026.05 | 85.37 | 78.24 | |
| SimpleCILBase Classes=0, Increment Size=202026.05 | 83.81 | 77.52 | |
| PROOFBase Classes=0, Increment Size=202026.05 | 82.31 | 76.64 | |
| RAPFBase Classes=0, Increment Size=202026.05 | 79.09 | 62.77 | |
| ZS-CLIPBase Classes=0, Increment Size=202026.05 | 74.38 | 63.06 | |
| CODA-PromptBase Classes=0, Increment Size=202026.05 | 73.12 | 62.98 | |
| L2PBase Classes=0, Increment Size=202026.05 | 70.87 | 57.93 | |
| DualPromptBase Classes=0, Increment Size=202026.05 | 69.89 | 57.46 |