Image Classification on DTD MDCII Order-I
54.2Transfer AccuracyCMAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CMAP2026.05 | 54.2 | 70 | 85 | |
| ZSCL2026.05 | 50.4 | 64.3 | 70.5 | |
| MoE-Adapter2026.05 | 49.9 | 69.4 | 78.1 | |
| IAP2026.05 | 47 | 66.5 | 75.2 | |
| LwF-VR2026.05 | 45.3 | 59.5 | 67.6 | |
| DIKI2026.05 | 43.9 | 65 | 73 | |
| WiSE-FT2026.05 | 41.5 | 57.1 | 68.9 | |
| L2P2026.05 | 41.4 | 61.3 | 72.9 | |
| S-Prompts2026.05 | 39.7 | 58.2 | 70.2 | |
| iCaRL2026.05 | 39.3 | 60.6 | 70.2 | |
| LwF2026.05 | 39.1 | 59 | 66.6 | |
| DualPrompt2026.05 | 33.7 | 60.1 | 71.8 | |
| Continual-FT2026.05 | 32.1 | 53.2 | 67.3 |