Class-Incremental Learning on UCF101 B0 Inc10 (test)
95.63Average Performance (A-bar)SPA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPABase Classes=0, Increment Size=102026.05 | 95.63 | 92.38 | |
| CLG-CBMBase Classes=0, Increment Size=102026.05 | 95.04 | 91.36 | |
| PROOFBase Classes=0, Increment Size=102026.05 | 94.58 | 91.1 | |
| BOFABase Classes=0, Increment Size=102026.05 | 93.19 | 88.71 | |
| RAPFBase Classes=0, Increment Size=102026.05 | 92.28 | 80.33 | |
| SimpleCILBase Classes=0, Increment Size=102026.05 | 90.44 | 85.68 | |
| CODA-PromptBase Classes=0, Increment Size=102026.05 | 87.76 | 80.14 | |
| L2PBase Classes=0, Increment Size=102026.05 | 86.34 | 76.43 | |
| DualPromptBase Classes=0, Increment Size=102026.05 | 85.21 | 75.82 | |
| ZS-CLIPBase Classes=0, Increment Size=102026.05 | 75.5 | 67.64 |