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Benchmarks
Melanoma Classification on D7d Dermoscopic (test)
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89.36
Recall
CoFiDA-M
6.6176
28.0988
49.58
71.0612
May 29, 2026
Recall
Updated 2d ago
Evaluation Results
Method
Method
Links
Recall
CoFiDA-M
Setting=Ours
2026.05
89.36
CPD
Setting=Modern Source...
2026.05
70.86
WoC
Setting=Modern Test Time
2026.05
68.09
MeanTeacher
Setting=Classical / St...
2026.05
65.96
CoTTA
Setting=Modern Test Time
2026.05
58.82
Source Only
Setting=Source Only
2026.05
58.64
DeepCoral
Setting=Classical / St...
2026.05
52.39
MMD
Setting=Classical / St...
2026.05
51.06
TENT
Setting=Modern Test Time
2026.05
50.22
SHOT++
Setting=Modern Source...
2026.05
39.26
DANN
Setting=Classical / St...
2026.05
38.3
DALUPI
Setting=Multimodal
2026.05
25.83
SFDA
Setting=Modern Source...
2026.05
20.1
DAMP
Setting=Multimodal
2026.05
13.25
IT-RUDA
Setting=Classical / St...
2026.05
12.62
DINE
Setting=Modern Source...
2026.05
9.8
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