Image Classification on Food MDCII Order-II
92.7Transfer ScoreCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIPMode=Full Fine-tune2026.05 | 92.7 | 92.7 | 92.7 | |
| CLIPMode=Zero-shot2026.05 | 88.5 | 88.5 | 88.5 | |
| CMAP2026.05 | 61.5 | 88.6 | 90.2 | |
| Continual-FT2026.05 | 59.6 | 70.5 | 67.3 | |
| MoE-Adapter2026.05 | 59.5 | 89.9 | 88.5 | |
| IAP2026.05 | 59.4 | 89.2 | 88.6 | |
| LwF2026.05 | 58.5 | 77 | 69.6 | |
| WISE-FT2026.05 | 57.6 | 79.3 | 76.9 | |
| ZSCL2026.05 | 57.5 | 91.3 | 91.1 | |
| LwF-VR2026.05 | 57 | 75.8 | 61.2 | |
| DIKI2026.05 | 55.3 | 89 | 88.3 | |
| iCaRL2026.05 | 51.8 | 75.9 | 81.5 | |
| DualPrompt2026.05 | 46.9 | 88.4 | 88.3 | |
| S-Prompts2026.05 | 46.2 | 86.5 | 88.1 | |
| L2P2026.05 | 30.7 | 87.4 | 89.1 |