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Benchmarks
Melanoma classification on Mc
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83.94
AUROC
CoFIDA-M
43.3488
53.8869
64.425
74.9631
May 29, 2026
AUROC
Updated 2d ago
Evaluation Results
Method
Method
Links
AUROC
CoFIDA-M
Setting=Ours
2026.05
83.94
TENT
Setting=Modern Test Time
2026.05
81.76
MMD
Setting=Classical / St...
2026.05
79.58
DeepCoral
Setting=Classical / St...
2026.05
77.3
DANN
Setting=Classical / St...
2026.05
76.81
Source Only
Setting=Source Only
2026.05
75.02
DINE
Setting=Modern Source...
2026.05
66.54
DAMP
Setting=Multimodal
2026.05
63.59
IT-RUDA
Setting=Classical / St...
2026.05
63.34
DALUPI
Setting=Multimodal
2026.05
58.18
SHOT++
Setting=Modern Source...
2026.05
55.88
MeanTeacher
Setting=Classical / St...
2026.05
53.08
CoTTA
Setting=Modern Test Time
2026.05
51.99
WoC
Setting=Modern Test Time
2026.05
49.76
CPD
Setting=Modern Source...
2026.05
46.14
SFDA
Setting=Modern Source...
2026.05
44.91
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