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Papers Benchmarks Datasets Tasks

OpenI dataset and benchmarks · SOTA2 Research

Research Datasets

OpenI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

CXR-to-report generation

OpenI (test)

0.521BLEU-1

18

Medical Image Report Generation

OpenI

0.34BLEU-1

12

Absence detection

OpenI report-style absence

70.47Base Accuracy

10

Image-to-Text Retrieval

OpenI (test)

100Precision@1

9

Medical Image Generation

OpenI

0.54FID

8

Report-to-CXR generation

OpenI

1.594FID

6

Impression Generation

OPENI (test)

68ROUGE-1

6

Document Classification

OpenI

97.7AUC

5

Popular tasks

Image-to-Text Retrieval Document Classification Impression Generation Report-to-CXR Generation Medical Image Generation

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