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ResearchFormerly WizWand

Melanoma Classification on D7d Dermoscopic (test)

89.36RecallCoFiDA-M
6.617628.098849.5871.0612May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CoFiDA-MSetting=Ours2026.0589.36
CPDSetting=Modern Source Free2026.0570.86
WoCSetting=Modern Test Time2026.0568.09
MeanTeacherSetting=Classical / Standard2026.0565.96
CoTTASetting=Modern Test Time2026.0558.82
Source OnlySetting=Source Only2026.0558.64
DeepCoralSetting=Classical / Standard2026.0552.39
MMDSetting=Classical / Standard2026.0551.06
TENTSetting=Modern Test Time2026.0550.22
SHOT++Setting=Modern Source Free2026.0539.26
DANNSetting=Classical / Standard2026.0538.3
DALUPISetting=Multimodal2026.0525.83
SFDASetting=Modern Source Free2026.0520.1
DAMPSetting=Multimodal2026.0513.25
IT-RUDASetting=Classical / Standard2026.0512.62
DINESetting=Modern Source Free2026.059.8