Image Classification on CIFAR100 MDCII Order-II
89.2Average AccuracyCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIPMode=Full Fine-tune2026.05 | 89.2 | 89.2 | 89.2 | |
| CMAP2026.05 | 72.6 | — | 88.3 | |
| IAP2026.05 | 70.2 | — | 86.6 | |
| ZSCL2026.05 | 69.9 | — | 86.3 | |
| MoE-Adapter2026.05 | 69.9 | — | 86.6 | |
| DIKI2026.05 | 69.6 | — | 86 | |
| CLIPMode=Zero-shot2026.05 | 68.2 | 68.2 | 68.2 | |
| iCaRL2026.05 | 51.7 | — | 87.8 | |
| LwF-VR2026.05 | 51.3 | — | 88.1 | |
| DualPrompt2026.05 | 50.7 | — | 84.9 | |
| LwF2026.05 | 50.5 | — | 87.9 | |
| WISE-FT2026.05 | 48.2 | — | 87.6 | |
| S-Prompts2026.05 | 47.2 | — | 84.4 | |
| Continual-FT2026.05 | 42.3 | — | 88.1 | |
| L2P2026.05 | 26.5 | — | 84.2 |