Skin Cancer Classification on ISIC, HAM, and DERM7 (small external)
73.2Average AccuracyUniPrompt-CL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniPrompt-CLGFLOPs=44.172025.08 | 73.2 | -0.049 | 4.9 | 10.5 | |
| OS++GFLOPs=51.122025.08 | 72.5 | -0.063 | 6.3 | 9.5 | |
| DER++GFLOPs=168.022025.08 | 72.2 | -0.099 | 9.9 | 5 | |
| Coda-PromptGFLOPs=134.332025.08 | 71.3 | -0.041 | 4.1 | 5.9 | |
| Online EWCGFLOPs=100.622025.08 | 70.8 | -0.157 | 15.7 | 6 | |
| OSGFLOPs=34.262025.08 | 68.2 | -0.135 | 13.5 | 10.1 | |
| Dual-promptGFLOPs=105.052025.08 | 63.7 | -0.012 | 1.2 | 6.1 | |
| MoE-AdaptersGFLOPs=105.642025.08 | 59.7 | -0.04 | 4 | 5.6 |