Image Classification on Food101 Base-to-Novel
90.73Accuracy (Base Split)CoPrompt
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoPrompt2026.05 | 90.73 | 92.07 | 91.4 | |
| MaPLe2026.05 | 90.71 | 92.05 | 91.38 | |
| CoCoOp2026.05 | 90.7 | 91.29 | 90.99 | |
| CoCoOp + NeRPRefining Method=NeRP2026.05 | 90.7 | 91.33 | 91.01 | |
| SkipT2026.05 | 90.67 | 92.03 | 91.34 | |
| PromptSRC2026.05 | 90.67 | 91.53 | 91.1 | |
| PromptSRC + NeRPRefining Method=NeRP2026.05 | 90.67 | 91.53 | 91.1 | |
| MMRL2026.05 | 90.57 | 91.5 | 91.03 | |
| MMRL + NeRPRefining Method=NeRP2026.05 | 90.57 | 91.55 | 91.06 | |
| MMA2026.05 | 90.13 | 91.3 | 90.71 | |
| MMA + NeRPRefining Method=NeRP2026.05 | 90.13 | 91.3 | 90.71 | |
| CoOp2026.05 | 88.33 | 82.26 | 85.19 |