Image Classification on Flowers MDCII Order-II
97.5Transfer AccuracyCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIPMode=Full Fine-tune2026.05 | 97.5 | 97.5 | 97.5 | |
| CLIPMode=Zero-shot2026.05 | 71 | 71 | 71 | |
| CMAP2026.05 | 66.4 | 90.7 | 97.2 | |
| ZSCL2026.05 | 64.8 | 82.9 | 87.4 | |
| MoE-Adapter2026.05 | 64.4 | 86.2 | 94.1 | |
| DIKI2026.05 | 62.9 | 87.8 | 97.4 | |
| IAP2026.05 | 62.7 | 88 | 97.7 | |
| LwF-VR2026.05 | 58 | 63.5 | 60.6 | |
| iCaRL2026.05 | 57.9 | 58.4 | 66.5 | |
| LwF2026.05 | 57.3 | 66.5 | 61.1 | |
| WISE-FT2026.05 | 54 | 63.4 | 62.1 | |
| Continual-FT2026.05 | 46.7 | 54.5 | 44.3 | |
| DualPrompt2026.05 | 45.1 | 80 | 96.5 | |
| S-Prompts2026.05 | 43.8 | 78.2 | 95.8 | |
| L2P2026.05 | 38.3 | 76.8 | 96.2 |