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ResearchFormerly WizWand

Melanoma classification on Mc

83.94AUROCCoFIDA-M
43.348853.886964.42574.9631May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CoFIDA-MSetting=Ours2026.0583.94
TENTSetting=Modern Test Time2026.0581.76
MMDSetting=Classical / Standard2026.0579.58
DeepCoralSetting=Classical / Standard2026.0577.3
DANNSetting=Classical / Standard2026.0576.81
Source OnlySetting=Source Only2026.0575.02
DINESetting=Modern Source Free2026.0566.54
DAMPSetting=Multimodal2026.0563.59
IT-RUDASetting=Classical / Standard2026.0563.34
DALUPISetting=Multimodal2026.0558.18
SHOT++Setting=Modern Source Free2026.0555.88
MeanTeacherSetting=Classical / Standard2026.0553.08
CoTTASetting=Modern Test Time2026.0551.99
WoCSetting=Modern Test Time2026.0549.76
CPDSetting=Modern Source Free2026.0546.14
SFDASetting=Modern Source Free2026.0544.91