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CheXpert.

224,316 chest radiographs from 65,240 patients with 14 pathology labels. Includes uncertainty labels and expert radiologist annotations for validation set. The gold standard for chest X-ray classification.

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§ 01 · Leaderboard

Results by metric.

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auroc

Auroc is the reported evaluation metric for CheXpert. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for aurocverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01chexpert-auc-maximizer
Non-API entry from src
unverified932026N/ALooks wrong?
02biovil
Non-API entry from src
unverified89.12026N/ALooks wrong?
03chexzero
Non-API entry from src
unverified88.62026N/ALooks wrong?
04gloria
Non-API entry from src
unverified88.22026N/ALooks wrong?
05medclip
Non-API entry from src
unverified87.82026N/ALooks wrong?
06torchxrayvision
Non-API entry from src
unverified87.42026N/ALooks wrong?
07densenet-121-cxr
Non-API entry from src
unverified86.52026N/ALooks wrong?
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