MIMIC-CXR

Unknown

377,110 chest X-ray images from 227,835 studies of 65,379 patients with free-text radiology reports. Largest publicly available chest X-ray dataset with paired image-text data.

Benchmark Stats

Models3
Papers3
Metrics1

SOTA History

Not enough data to show trend.

Only 3 models on this benchmark

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auroc

auroc

Higher is better

RankModelSourceScoreYearPaper
1chexzero

Zero-shot on MIMIC-CXR test set.

Editorial89.22025Source
2torchxrayvision

Evaluated on MIMIC-CXR labels.

Editorial86.32025Source
3convirt

Contrastive pre-training on paired image-text.

Editorial85.72025Source

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