Melanoma Classification on Md Dermoscopic source (train)
81.56RecallCoFiDA-M
Evaluation Results
| Method | Links | |
|---|---|---|
| CoFiDA-MSetting=Ours2026.05 | 81.56 | |
| DeepCoralSetting=Classical / Standard2026.05 | 79.2 | |
| TENTSetting=Modern Test Time2026.05 | 76.11 | |
| MeanTeacherSetting=Classical / Standard2026.05 | 74.91 | |
| SHOT++Setting=Modern Source Free2026.05 | 72.61 | |
| Source OnlySetting=Source Only2026.05 | 72.37 | |
| CoTTASetting=Modern Test Time2026.05 | 68.29 | |
| CPDSetting=Modern Source Free2026.05 | 57.95 | |
| DALUPISetting=Multimodal2026.05 | 53.41 | |
| WoCSetting=Modern Test Time2026.05 | 52.45 | |
| IT-RUDASetting=Classical / Standard2026.05 | 49.28 | |
| MMDSetting=Classical / Standard2026.05 | 43.69 | |
| DANNSetting=Classical / Standard2026.05 | 40.29 | |
| DAMPSetting=Multimodal2026.05 | 35.23 | |
| SFDASetting=Modern Source Free2026.05 | 24.53 | |
| DINESetting=Modern Source Free2026.05 | 2.27 |