Image Classification on EuroSAT MDCII Order-II
98.9Transfer AccuracyCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIPMode=Full Fine-tune2026.05 | 98.9 | 98.9 | 98.9 | |
| CMAP2026.05 | 70 | 72.6 | 88.3 | |
| IAP2026.05 | 68.6 | 70.2 | 86.6 | |
| ZSCL2026.05 | 68.2 | 69.9 | 86.3 | |
| MoE-Adapter2026.05 | 68.2 | 69.9 | 86.6 | |
| DIKI2026.05 | 67.9 | 69.6 | 86 | |
| CLIPMode=Zero-shot2026.05 | 54.9 | 54.9 | 54.9 | |
| iCaRL2026.05 | 48.1 | 51.7 | 87.8 | |
| LwF-VR2026.05 | 47.6 | 51.3 | 88.1 | |
| DualPrompt2026.05 | 47.2 | 50.7 | 84.9 | |
| LwF2026.05 | 46.8 | 50.5 | 87.9 | |
| WISE-FT2026.05 | 44.3 | 48.2 | 87.6 | |
| S-Prompts2026.05 | 43.5 | 47.2 | 84.4 | |
| Continual-FT2026.05 | 37.7 | 42.3 | 88.1 | |
| L2P2026.05 | 20.7 | 26.5 | 84.2 |