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Benchmarks
Melanoma Classification on Md Dermoscopic source (train)
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81.56
Recall
CoFiDA-M
-0.9016
20.5067
41.915
63.3233
May 29, 2026
Recall
Updated 2d ago
Evaluation Results
Method
Method
Links
Recall
CoFiDA-M
Setting=Ours
2026.05
81.56
DeepCoral
Setting=Classical / St...
2026.05
79.2
TENT
Setting=Modern Test Time
2026.05
76.11
MeanTeacher
Setting=Classical / St...
2026.05
74.91
SHOT++
Setting=Modern Source...
2026.05
72.61
Source Only
Setting=Source Only
2026.05
72.37
CoTTA
Setting=Modern Test Time
2026.05
68.29
CPD
Setting=Modern Source...
2026.05
57.95
DALUPI
Setting=Multimodal
2026.05
53.41
WoC
Setting=Modern Test Time
2026.05
52.45
IT-RUDA
Setting=Classical / St...
2026.05
49.28
MMD
Setting=Classical / St...
2026.05
43.69
DANN
Setting=Classical / St...
2026.05
40.29
DAMP
Setting=Multimodal
2026.05
35.23
SFDA
Setting=Modern Source...
2026.05
24.53
DINE
Setting=Modern Source...
2026.05
2.27
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