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Abnormality Classification research benchmarks · SOTA2 Research

Abnormality Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CT-Rate AHPH-10K (test)

69.8AUC

18

Jun 2, 2026

INSPECT -> RSPECT (test)

63.1AUC

12

Jun 2, 2026

0.908Average AUC

10

Feb 26, 2026

EchoNet-Dynamic (test)

66.7F1 Score

7

Jun 29, 2026

MIMICEchoQA (test)

62F1 Score

7

Jun 29, 2026

Private n=1,215 studies (test)

49.4F1 Score

7

Jun 29, 2026

NIH CXR (External Baseline Reference)

FT ResNet-50 (2019)

82.2Mass AUROC

7

Feb 26, 2026

Popular datasets

EchoNet-Dynamic CT-RATE Private IU-Xray NIH-CXR

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