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Benchmarks
Melanoma classification on D7c
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62.5
AUROC
DALUPI
40.3688
46.1144
51.86
57.6056
May 29, 2026
AUROC
Updated 2d ago
Evaluation Results
Method
Method
Links
AUROC
DALUPI
Setting=Multimodal
2026.05
62.5
DAMP
Setting=Multimodal
2026.05
61.14
WoC
Setting=Modern Test Time
2026.05
60.73
IT-RUDA
Setting=Classical / St...
2026.05
57.39
TENT
Setting=Modern Test Time
2026.05
55.78
CoTTA
Setting=Modern Test Time
2026.05
53.71
Source Only
Setting=Source Only
2026.05
52.85
CPD
Setting=Modern Source...
2026.05
52.83
SHOT++
Setting=Modern Source...
2026.05
51.1
CoFIDA-M
Setting=Ours
2026.05
50.48
DeepCoral
Setting=Classical / St...
2026.05
49.37
MeanTeacher
Setting=Classical / St...
2026.05
47.46
MMD
Setting=Classical / St...
2026.05
46.74
SFDA
Setting=Modern Source...
2026.05
45.39
DANN
Setting=Classical / St...
2026.05
43.84
DINE
Setting=Modern Source...
2026.05
41.22
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