Image Classification on MNIST MDCII Order-I
94Transfer AccuracyCMAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CMAP2026.05 | 94 | 80.6 | 99.6 | |
| IAP2026.05 | 89.7 | 76.6 | 99.4 | |
| MoE-Adapter2026.05 | 89.1 | 73.7 | 98.1 | |
| DIKI2026.05 | 88.4 | 71.7 | 99.3 | |
| ZSCL2026.05 | 86.8 | 75.2 | 98.7 | |
| S-Prompts2026.05 | 78.9 | 57.9 | 99.1 | |
| DualPrompt2026.05 | 77.7 | 73.9 | 99.1 | |
| L2P2026.05 | 77.5 | 59.1 | 99 | |
| iCaRL2026.05 | 77.4 | 62.3 | 86.7 | |
| LwF-VR2026.05 | 76.7 | 66.7 | 99.6 | |
| WiSE-FT2026.05 | 69.3 | 70.5 | 99.6 | |
| LwF2026.05 | 60.6 | 74.8 | 99.6 | |
| Continual-FT2026.05 | 44.1 | 64.3 | 99.6 |