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Papers Benchmarks Datasets Tasks

NIH-CXR dataset and benchmarks · SOTA2 Research

Research Datasets

NIH-CXR

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Medical Image Classification

NIH-CXR (random)

68.4Accuracy

19

Medical Image Classification

NIH CXR14

72.47AUC

18

Re-identification

NIH-CXR-LT

99.7AUC

18

Medical Report Classification

NIH-CXR

97.2Micro Precision

17

Medical Image Classification

NIH CXR-14 (test)

66.42AUC

14

Disease Classification

NIH-CXR

84.3AUROC

12

Abnormality Classification

NIH CXR (External Baseline Reference)

82.2Mass AUROC

7

Popular tasks

Medical Image Classification Disease Classification Re-identification Abnormality Classification Medical Report Classification

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