Image Classification on Flowers102 Base-to-Novel
98.97Accuracy (Base)MMRL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MMRL2026.05 | 98.97 | 77.27 | 86.78 | |
| MMRL + NeRPRefining Method=NeRP2026.05 | 98.97 | 78.43 | 87.51 | |
| SkipT2026.05 | 98.57 | 75.8 | 85.7 | |
| PromptSRC2026.05 | 98.07 | 76.5 | 85.95 | |
| PromptSRC + NeRPRefining Method=NeRP2026.05 | 98.07 | 77.37 | 86.5 | |
| MMA2026.05 | 97.77 | 75.93 | 85.48 | |
| MMA + NeRPRefining Method=NeRP2026.05 | 97.77 | 77.03 | 86.17 | |
| CoOp2026.05 | 97.6 | 59.67 | 74.06 | |
| CoPrompt2026.05 | 97.27 | 76.6 | 85.71 | |
| MaPLe2026.05 | 95.92 | 72.46 | 82.56 | |
| CoCoOp2026.05 | 94.87 | 71.75 | 81.71 | |
| CoCoOp + NeRPRefining Method=NeRP2026.05 | 94.87 | 72.03 | 81.89 |