Melanoma Classification on MIDc
69.67AUROCCoFIDA-M
Evaluation Results
| Method | Links | |
|---|---|---|
| CoFIDA-MSetting=Ours2026.05 | 69.67 | |
| SHOT++Setting=Modern Source Free2026.05 | 57.39 | |
| DANNSetting=Classical / Standard2026.05 | 56.43 | |
| TENTSetting=Modern Test Time2026.05 | 55.09 | |
| DINESetting=Modern Source Free2026.05 | 52.93 | |
| MMDSetting=Classical / Standard2026.05 | 52.25 | |
| IT-RUDASetting=Classical / Standard2026.05 | 51.68 | |
| Source OnlySetting=Source Only2026.05 | 51.51 | |
| CPDSetting=Modern Source Free2026.05 | 51.4 | |
| CoTTASetting=Modern Test Time2026.05 | 50.55 | |
| DeepCoralSetting=Classical / Standard2026.05 | 50.41 | |
| MeanTeacherSetting=Classical / Standard2026.05 | 48.81 | |
| DALUPISetting=Multimodal2026.05 | 47.71 | |
| SFDASetting=Modern Source Free2026.05 | 47.27 | |
| WoCSetting=Modern Test Time2026.05 | 43.57 | |
| DAMPSetting=Multimodal2026.05 | 43.52 |