Melanoma Classification on HAM Dermoscopic (test)
92.81RecallCoFiDA-M
Evaluation Results
| Method | Links | |
|---|---|---|
| CoFiDA-MSetting=Ours2026.05 | 92.81 | |
| MMDSetting=Classical / Standard2026.05 | 86.46 | |
| DeepCoralSetting=Classical / Standard2026.05 | 76.87 | |
| CoTTASetting=Modern Test Time2026.05 | 69.58 | |
| TENTSetting=Modern Test Time2026.05 | 69.37 | |
| SHOT++Setting=Modern Source Free2026.05 | 68.26 | |
| DANNSetting=Classical / Standard2026.05 | 62.87 | |
| CPDSetting=Modern Source Free2026.05 | 62.28 | |
| Source OnlySetting=Source Only2026.05 | 60.48 | |
| DALUPISetting=Multimodal2026.05 | 52.1 | |
| IT-RUDASetting=Classical / Standard2026.05 | 47.9 | |
| MeanTeacherSetting=Classical / Standard2026.05 | 44.31 | |
| DINESetting=Modern Source Free2026.05 | 38.92 | |
| WoCSetting=Modern Test Time2026.05 | 38.92 | |
| DAMPSetting=Multimodal2026.05 | 35.93 | |
| SFDASetting=Modern Source Free2026.05 | 19.77 |