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

Medical Image Classification research benchmarks – Page 6 · SOTA2 Research

Medical Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WILDSCamelyon (20% hold-out)

96.5Balanced Accuracy

12

Jun 2, 2026

MammoBench (20% hold-out split)

62.7Balanced Accuracy

12

Jun 2, 2026

Histopantum (20% hold-out)

89.9Balanced Accuracy

12

Jun 2, 2026

MLP-Mixer (Back-Propagation)

94.76Accuracy

12

May 8, 2026

CBIS-DDSM D10 (test)

96.5Accuracy

12

Feb 26, 2026

KVASIR D9 (test)

92.7Accuracy

12

Feb 26, 2026

CNMC 2019 D8 (test)

97.3Acc

12

Feb 26, 2026

98.7Accuracy

12

Feb 26, 2026

SIPaKMeD D6 (test)

98.1Accuracy

12

Feb 26, 2026

HAM10000 D5 (test)

99.8Accuracy

12

Feb 26, 2026

99.3Accuracy

12

Feb 26, 2026

Tuberculosis D3 (test)

99.5Accuracy

12

Feb 26, 2026

IQ-OTHNCCD D2 (test)

99.7Acc

12

Feb 26, 2026

Nickparvar D1 (test)

99.2Accuracy

12

Feb 26, 2026

SwinV2-B + PHG + multi-scale + multi-filtrations

92.94Accuracy

12

Feb 26, 2026

Pneumonia (test)

94.7Accuracy

12

Jul 3, 2026

Alzheimer’s Disease (test)

92.6Accuracy

12

Jul 3, 2026

50.29F1 Score

12

Feb 26, 2026

95.79F1 Score

12

Feb 26, 2026

72.47F1 Score

12

Feb 26, 2026

85Accuracy

12

Feb 26, 2026

Medical Image Datasets Average (test)

55.2ACA

12

Feb 26, 2026

interpretable and trustworthy AI framework

97AUC

11

Jun 5, 2026

FracAtlas Fractures 21%

88.2AUC

11

Feb 26, 2026

MedMNIST PneumoniaMNIST (35%)

99.8AUC

11

Feb 26, 2026

Page 6 of 14

Popular datasets

CheXpert MedMnist ISIC MIMIC Skin

Follow for updates

Join SOTA2 Contact