Melanoma Classification on Fitz
65.91AUROCCoFIDA-M
Evaluation Results
| Method | Links | |
|---|---|---|
| CoFIDA-MSetting=Ours2026.05 | 65.91 | |
| DINESetting=Modern Source Free2026.05 | 56.94 | |
| TENTSetting=Modern Test Time2026.05 | 56.63 | |
| MMDSetting=Classical / Standard2026.05 | 56.1 | |
| DANNSetting=Classical / Standard2026.05 | 55.23 | |
| Source OnlySetting=Source Only2026.05 | 54.2 | |
| DAMPSetting=Multimodal2026.05 | 53.68 | |
| IT-RUDASetting=Classical / Standard2026.05 | 53.65 | |
| CoTTASetting=Modern Test Time2026.05 | 52.75 | |
| SFDASetting=Modern Source Free2026.05 | 51.42 | |
| DALUPISetting=Multimodal2026.05 | 49.78 | |
| DeepCoralSetting=Classical / Standard2026.05 | 48.76 | |
| MeanTeacherSetting=Classical / Standard2026.05 | 46.3 | |
| CPDSetting=Modern Source Free2026.05 | 42.54 | |
| WoCSetting=Modern Test Time2026.05 | 41.87 | |
| SHOT++Setting=Modern Source Free2026.05 | 39.01 |