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Skin Lesion Classification on PAD-UFES-20 v1 (test)
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88
Accuracy
CT-pretrain + GT
32.88
47.19
61.5
75.81
Feb 23, 2026
Accuracy
F1 Score
Precision
Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Precision
Recall
CT-pretrain + GT
Strategy=Contrastive p...
2026.02
88
84
83
85
Guided-tuning (GT)
Strategy=Guided-tuning
2026.02
83
82
81
83
Naive + CT-pretrain
Strategy=Contrastive p...
2026.02
76
72
71
73
Naive + FT + random augment
Strategy=Fine-tuning,...
2026.02
72
71
71
72
Naive + Fine-tuning (FT)
Strategy=Fine-tuning
2026.02
71
64
60
69
Pacheco et. al. [5]
Modality=only image
2026.02
69
70
73
69
Naive (backprop)
Strategy=backprop
2026.02
35
38
38
39
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