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SotA/Methodology/Multi-Label Classification/ChestX-ray14

Multi-Label Classification on ChestX-ray14

Metric: Average AUC on 14 label (higher is better)

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#Model↕Average AUC on 14 label▼AugmentationsPaperDate↕Code
1SynthEnsemble85.433NoSynthEnsemble: A Fusion of CNN, Vision Transform...2023-11-13Code
2Improved CheXNet (DannyNet, dstrick17 et al., 2025)85.266NoReproducing and Improving CheXNet: Deep Learning...2025-05-10Code
3DensNet12184.9NoCheXclusion: Fairness gaps in deep chest X-ray c...2020-02-14Code
4CoAtNet84.239NoSynthEnsemble: A Fusion of CNN, Vision Transform...2023-11-13Code