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Papers Benchmarks Datasets Tasks

Melanoma Detection research benchmarks · SOTA2 Research

Melanoma Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ISIC 2017 (test)

Chatterjee et al.

98.52Accuracy

6

Apr 7, 2026

ISIC 2024 Challenge (test)

94.32F1 Score

4

Apr 20, 2026

ISIC Kaggle Challenge 2024 (Private)

1st Private Place

0.173pAUC

4

Feb 26, 2026

0.972AUC

2

Jun 17, 2026

ISIC + 300 melanoma images 2017

Proposed Approach

0.99AUC

1

Apr 7, 2026

ISIC 1320 dermosopic lesion images 2017

0.97AUC

1

Apr 7, 2026

ISIC 250 melanoma images 2017

0.99AUC

1

Apr 7, 2026

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