Image Classification on Aircraft MDCII Order-II
95.1Transfer AccuracyCMAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CMAP2026.05 | 95.1 | 96.1 | 95.7 | |
| IAP2026.05 | 94 | 94.4 | 96.1 | |
| DIKI2026.05 | 93.6 | 94.5 | 96 | |
| ZSCL2026.05 | 88.2 | 89.7 | 92.3 | |
| MoE-Adapter2026.05 | 86.9 | 89.4 | 93.3 | |
| DualPrompt2026.05 | 82.7 | 85 | 89 | |
| LwF-VR2026.05 | 82 | 84.9 | 88 | |
| LwF2026.05 | 81.4 | 84.7 | 88.1 | |
| WISE-FT2026.05 | 78.6 | 83.7 | 90.8 | |
| S-Prompts2026.05 | 76.8 | 83.6 | 95.5 | |
| L2P2026.05 | 75.3 | 79.5 | 86.9 | |
| iCaRL2026.05 | 72.3 | 79.6 | 91.6 | |
| Continual-FT2026.05 | 70 | 78.3 | 92.3 | |
| CLIPMode=Full Fine-tune2026.05 | 62 | 62 | 62 | |
| CLIPMode=Zero-shot2026.05 | 24.3 | 24.3 | 24.3 |