Class-Incremental Learning on Food B50 Inc10
22.41FB ScoreCODA-Prompt
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CODA-PromptBase Classes=50, Incremental Step=102026.05 | 22.41 | — | — | |
| DualPromptBase Classes=50, Incremental Step=102026.05 | 20.77 | — | — | |
| L2PBase Classes=50, Incremental Step=102026.05 | 20.26 | — | — | |
| PROOFBase Classes=50, Incremental Step=102026.05 | 16.94 | — | — | |
| CLG-CBMBase Classes=50, Incremental Step=102026.05 | 9.38 | — | — | |
| SPABase Classes=50, Incremental Step=102026.05 | 7.93 | — | — | |
| RAPFBase Classes=50, Incremental Step=102026.05 | 7.83 | — | — | |
| BOFABase Classes=50, Incremental Step=102026.05 | 4.08 | — | — | |
| SimpleCILBase Classes=50, Incremental Step=102026.05 | 3.76 | — | — | |
| ZS-CLIPBase Classes=50, Incremental Step=102026.05 | 2.84 | — | — | |
| AREABackbone=CLIP ViT-B/162026.05 | — | 91.51 | 89.62 | |
| CODA-PromptBackbone=CLIP ViT-B/162026.05 | — | 80.98 | 74.13 | |
| DualPromptBackbone=CLIP ViT-B/162026.05 | — | 80 | 72.75 | |
| L2PBackbone=CLIP ViT-B/162026.05 | — | 80.42 | 73.13 | |
| MG-CLIPBackbone=CLIP ViT-B/162026.05 | — | 28.86 | 12.51 | |
| RAPFBackbone=CLIP ViT-B/162026.05 | — | 85.53 | 81.17 | |
| ZS-CLIPBackbone=CLIP ViT-B/162026.05 | — | 84.75 | 81.92 |