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Papers Benchmarks Datasets Tasks

Skin Cancer Classification research benchmarks · SOTA2 Research

Skin Cancer Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

71.2Group 0 Score

9

Feb 26, 2026

ISIC, HAM, and DERM7 (small external)

73.2Average Accuracy

8

Mar 16, 2026

PAD-UFES-20 (test)

ViT + NN (Baseline)

77.16BACC

5

Jun 23, 2026

ISIC Kaggle Challenge 2024

1st Public Place

0.188pAUC

4

Feb 26, 2026

ISIC Competition 2020

2020 Best Solution

0.949ROC AUC

2

Feb 26, 2026

ISIC Challenge 2017

Jojoa Acosta et al.

91ROC AUC

1

Feb 26, 2026

Saranya N et al.

0.76ROC AUC

1

Feb 26, 2026

Saranya N et al.

87ROC AUC

1

Feb 26, 2026

Popular datasets

ISIC HAM10000 PH2 Derm7pt PAD-UFES

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