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ResearchFormerly WizWand

Melanoma Classification on MIDc

69.67AUROCCoFIDA-M
42.47449.534556.59563.6555May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CoFIDA-MSetting=Ours2026.0569.67
SHOT++Setting=Modern Source Free2026.0557.39
DANNSetting=Classical / Standard2026.0556.43
TENTSetting=Modern Test Time2026.0555.09
DINESetting=Modern Source Free2026.0552.93
MMDSetting=Classical / Standard2026.0552.25
IT-RUDASetting=Classical / Standard2026.0551.68
Source OnlySetting=Source Only2026.0551.51
CPDSetting=Modern Source Free2026.0551.4
CoTTASetting=Modern Test Time2026.0550.55
DeepCoralSetting=Classical / Standard2026.0550.41
MeanTeacherSetting=Classical / Standard2026.0548.81
DALUPISetting=Multimodal2026.0547.71
SFDASetting=Modern Source Free2026.0547.27
WoCSetting=Modern Test Time2026.0543.57
DAMPSetting=Multimodal2026.0543.52