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Benchmarks
Melanoma Classification on HAM Dermoscopic (test)
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92.81
Recall
CoFiDA-M
16.8484
36.5692
56.29
76.0108
May 29, 2026
Recall
Updated 2d ago
Evaluation Results
Method
Method
Links
Recall
CoFiDA-M
Setting=Ours
2026.05
92.81
MMD
Setting=Classical / St...
2026.05
86.46
DeepCoral
Setting=Classical / St...
2026.05
76.87
CoTTA
Setting=Modern Test Time
2026.05
69.58
TENT
Setting=Modern Test Time
2026.05
69.37
SHOT++
Setting=Modern Source...
2026.05
68.26
DANN
Setting=Classical / St...
2026.05
62.87
CPD
Setting=Modern Source...
2026.05
62.28
Source Only
Setting=Source Only
2026.05
60.48
DALUPI
Setting=Multimodal
2026.05
52.1
IT-RUDA
Setting=Classical / St...
2026.05
47.9
MeanTeacher
Setting=Classical / St...
2026.05
44.31
DINE
Setting=Modern Source...
2026.05
38.92
WoC
Setting=Modern Test Time
2026.05
38.92
DAMP
Setting=Multimodal
2026.05
35.93
SFDA
Setting=Modern Source...
2026.05
19.77
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