Melanoma Classification on D7d Dermoscopic (test)
89.36RecallCoFiDA-M
Evaluation Results
| Method | Links | |
|---|---|---|
| CoFiDA-MSetting=Ours2026.05 | 89.36 | |
| CPDSetting=Modern Source Free2026.05 | 70.86 | |
| WoCSetting=Modern Test Time2026.05 | 68.09 | |
| MeanTeacherSetting=Classical / Standard2026.05 | 65.96 | |
| CoTTASetting=Modern Test Time2026.05 | 58.82 | |
| Source OnlySetting=Source Only2026.05 | 58.64 | |
| DeepCoralSetting=Classical / Standard2026.05 | 52.39 | |
| MMDSetting=Classical / Standard2026.05 | 51.06 | |
| TENTSetting=Modern Test Time2026.05 | 50.22 | |
| SHOT++Setting=Modern Source Free2026.05 | 39.26 | |
| DANNSetting=Classical / Standard2026.05 | 38.3 | |
| DALUPISetting=Multimodal2026.05 | 25.83 | |
| SFDASetting=Modern Source Free2026.05 | 20.1 | |
| DAMPSetting=Multimodal2026.05 | 13.25 | |
| IT-RUDASetting=Classical / Standard2026.05 | 12.62 | |
| DINESetting=Modern Source Free2026.05 | 9.8 |