Melanoma Classification on MIDd Dermoscopic (test)
75.95RecallCoFiDA-M
Evaluation Results
| Method | Links | |
|---|---|---|
| CoFiDA-MSetting=Ours2026.05 | 75.95 | |
| DANNSetting=Classical / Standard2026.05 | 70.89 | |
| MeanTeacherSetting=Classical / Standard2026.05 | 70.89 | |
| DeepCoralSetting=Classical / Standard2026.05 | 69.55 | |
| TENTSetting=Modern Test Time2026.05 | 67.24 | |
| SHOT++Setting=Modern Source Free2026.05 | 64.56 | |
| Source OnlySetting=Source Only2026.05 | 62.7 | |
| CoTTASetting=Modern Test Time2026.05 | 59.49 | |
| MMDSetting=Classical / Standard2026.05 | 55.7 | |
| CPDSetting=Modern Source Free2026.05 | 35.44 | |
| WoCSetting=Modern Test Time2026.05 | 34.18 | |
| DALUPISetting=Multimodal2026.05 | 29.11 | |
| SFDASetting=Modern Source Free2026.05 | 22.09 | |
| DAMPSetting=Multimodal2026.05 | 15.19 | |
| IT-RUDASetting=Classical / Standard2026.05 | 12.66 | |
| DINESetting=Modern Source Free2026.05 | 8.86 |