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Papers Benchmarks Datasets Tasks

Pneumonia Detection research benchmarks · SOTA2 Research

Pneumonia Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Chest X-Ray PX (test)

0.967AUROC

14

Feb 26, 2026

Kermany dataset

92.45Accuracy

11

Feb 26, 2026

Chest X-rays RSNA ChexPert NIH (test)

64.3RSNA Dataset Score

6

Feb 26, 2026

ChestX-ray14 2017 (test)

44.2F1 Score

6

Feb 26, 2026

Pneumonia Detection Dataset (test)

93.42Accuracy

5

Feb 26, 2026

Popular datasets

Chest X-Ray ChestX-ray Kermany Chest X-rays Pneumonia Detection Dataset

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