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Papers Benchmarks Datasets Tasks

RadGraph dataset and benchmarks · SOTA2 Research

Research Datasets

RadGraph

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Relationship Extraction

RadGraph (CheXpert)

0.94Macro F1

5

Relationship Extraction

RadGraph (MIMIC)

98Macro F1

5

Named Entity Recognition

RadGraph (CheXpert)

92Macro F1

5

Named Entity Recognition

RadGraph (MIMIC)

92Macro F1

5

Entity Extraction

RadGraph evaluated via CheXpert (test)

229Accept Count

4

Entity Extraction

RadGraph (test)

228Accept Count

4

Popular tasks

Named Entity Recognition Entity extraction Relationship Extraction

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