Class-Incremental Learning on Stanford Cars B0 Inc10 (test)
94.43Average Performance (A-bar)SPA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPABase Classes=0, Increment Size=102026.05 | 94.43 | 90.91 | |
| BOFABase Classes=0, Increment Size=102026.05 | 94.21 | 90.2 | |
| CLG-CBMBase Classes=0, Increment Size=102026.05 | 93.25 | 88.76 | |
| SimpleCILBase Classes=0, Increment Size=102026.05 | 92.04 | 86.85 | |
| PROOFBase Classes=0, Increment Size=102026.05 | 90.74 | 86.51 | |
| RAPFBase Classes=0, Increment Size=102026.05 | 82.89 | 62.85 | |
| ZS-CLIPBase Classes=0, Increment Size=102026.05 | 82.6 | 76.37 | |
| CODA-PromptBase Classes=0, Increment Size=102026.05 | 80.21 | 66.47 | |
| L2PBase Classes=0, Increment Size=102026.05 | 76.63 | 61.82 | |
| DualPromptBase Classes=0, Increment Size=102026.05 | 76.26 | 62.94 |