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Skin lesion diagnostic classification research benchmarks · SOTA2 Research

Skin lesion diagnostic classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Average (In-distribution)

69.28Accuracy

12

Jun 30, 2026

DermNet In-distribution

62.57Accuracy

12

Jun 30, 2026

Derm7pt (In-distribution)

70.89Accuracy

12

Jun 30, 2026

Derm12345 In-distribution

89.94Accuracy

12

Jun 30, 2026

PAD (In-distribution)

HuatuoGPT-Vision-7B

50.98Accuracy

12

Jun 30, 2026

HAM10k (In-distribution)

79.68Accuracy

12

Jun 30, 2026

BCN20k (In-distribution)

53.7Accuracy

12

Jun 30, 2026

Popular datasets

Derm7pt Average DermNet PAD BCN

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