Melanoma classification on D7c
62.5AUROCDALUPI
Evaluation Results
| Method | Links | |
|---|---|---|
| DALUPISetting=Multimodal2026.05 | 62.5 | |
| DAMPSetting=Multimodal2026.05 | 61.14 | |
| WoCSetting=Modern Test Time2026.05 | 60.73 | |
| IT-RUDASetting=Classical / Standard2026.05 | 57.39 | |
| TENTSetting=Modern Test Time2026.05 | 55.78 | |
| CoTTASetting=Modern Test Time2026.05 | 53.71 | |
| Source OnlySetting=Source Only2026.05 | 52.85 | |
| CPDSetting=Modern Source Free2026.05 | 52.83 | |
| SHOT++Setting=Modern Source Free2026.05 | 51.1 | |
| CoFIDA-MSetting=Ours2026.05 | 50.48 | |
| DeepCoralSetting=Classical / Standard2026.05 | 49.37 | |
| MeanTeacherSetting=Classical / Standard2026.05 | 47.46 | |
| MMDSetting=Classical / Standard2026.05 | 46.74 | |
| SFDASetting=Modern Source Free2026.05 | 45.39 | |
| DANNSetting=Classical / Standard2026.05 | 43.84 | |
| DINESetting=Modern Source Free2026.05 | 41.22 |