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ResearchFormerly WizWand

Melanoma Classification on Fitz

65.91AUROCCoFIDA-M
37.93445.19752.4659.723May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CoFIDA-MSetting=Ours2026.0565.91
DINESetting=Modern Source Free2026.0556.94
TENTSetting=Modern Test Time2026.0556.63
MMDSetting=Classical / Standard2026.0556.1
DANNSetting=Classical / Standard2026.0555.23
Source OnlySetting=Source Only2026.0554.2
DAMPSetting=Multimodal2026.0553.68
IT-RUDASetting=Classical / Standard2026.0553.65
CoTTASetting=Modern Test Time2026.0552.75
SFDASetting=Modern Source Free2026.0551.42
DALUPISetting=Multimodal2026.0549.78
DeepCoralSetting=Classical / Standard2026.0548.76
MeanTeacherSetting=Classical / Standard2026.0546.3
CPDSetting=Modern Source Free2026.0542.54
WoCSetting=Modern Test Time2026.0541.87
SHOT++Setting=Modern Source Free2026.0539.01