Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Skin Disease Classification research benchmarks · SOTA2 Research

Skin Disease Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DDI (Out-of-domain)

align_concept_cbm

60.13F1 Score

12

Feb 26, 2026

Fitzpatrick 17k In-domain

78.45F1 Score

12

Feb 26, 2026

Fitzpatrick17k (in-domain)

88.6Accuracy (Avg)

11

Feb 26, 2026

PAD-UFES-20 (5-fold cross-validation)

75Accuracy

7

Feb 26, 2026

SD-198 (5-fold cross-validation)

DermImitFormer-ST

73.6F1 Score

7

Feb 26, 2026

87.4Avg Accuracy

4

Feb 26, 2026

Derm-49 (5-fold cross-validation)

78.8F1 Score

4

Feb 26, 2026

59.89Accuracy

2

Feb 26, 2026

Popular datasets

DDI Fitzpatrick DermNet Derm-49 SD-198

Follow for updates

Join SOTA2 Contact