Image Classification on OxfordPet MDCII Order-I
70.4Transfer AccuracyCMAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CMAP2026.05 | 70.4 | 95.2 | 96 | |
| IAP2026.05 | 66.2 | 91 | 94.7 | |
| MoE-Adapter2026.05 | 64.5 | 89.3 | 89.9 | |
| DIKI2026.05 | 64 | 90 | 94.4 | |
| ZSCL2026.05 | 60.1 | 88.9 | 93.9 | |
| S-Prompts2026.05 | 56.7 | 83 | 94 | |
| L2P2026.05 | 55.3 | 82 | 94.1 | |
| DualPrompt2026.05 | 49.5 | 82.3 | 94.5 | |
| LwF-VR2026.05 | 36.3 | 81.2 | 93.1 | |
| iCaRL2026.05 | 31.9 | 81.8 | 93.2 | |
| LwF2026.05 | 30.3 | 80 | 92.1 | |
| WiSE-FT2026.05 | 26.8 | 75.8 | 92.6 | |
| Continual-FT2026.05 | 20.5 | 69.7 | 92.9 |