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Papers Benchmarks Datasets Tasks

Multi-label Chest X-ray Classification research benchmarks · SOTA2 Research

Multi-label Chest X-ray Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CheXpert and NIH Open-I (test)

P-FIN + Fed-UQ-Avg

85.89AUC (%)

15

Apr 15, 2026

0.885Cardiomegaly AUC

5

Feb 26, 2026

88.86Cardiomegaly AUC

5

Feb 26, 2026

CheXpert small (test)

70AUC (No Attack)

5

Feb 26, 2026

NIH ChestX-ray14 (test)

85.27AUC

4

Jul 1, 2026

Popular datasets

CheXpert NIH ChestX-ray OPI PDC CheXpert and NIH Open-I

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