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ResearchFormerly WizWand

Melanoma Classification on HAM Dermoscopic (test)

92.81RecallCoFiDA-M
16.848436.569256.2976.0108May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CoFiDA-MSetting=Ours2026.0592.81
MMDSetting=Classical / Standard2026.0586.46
DeepCoralSetting=Classical / Standard2026.0576.87
CoTTASetting=Modern Test Time2026.0569.58
TENTSetting=Modern Test Time2026.0569.37
SHOT++Setting=Modern Source Free2026.0568.26
DANNSetting=Classical / Standard2026.0562.87
CPDSetting=Modern Source Free2026.0562.28
Source OnlySetting=Source Only2026.0560.48
DALUPISetting=Multimodal2026.0552.1
IT-RUDASetting=Classical / Standard2026.0547.9
MeanTeacherSetting=Classical / Standard2026.0544.31
DINESetting=Modern Source Free2026.0538.92
WoCSetting=Modern Test Time2026.0538.92
DAMPSetting=Multimodal2026.0535.93
SFDASetting=Modern Source Free2026.0519.77