30,000 frontal chest radiographs with bounding boxes for pneumonia detection. From 2018 RSNA Kaggle competition. Tests both classification and localization.
Auroc is the reported evaluation metric for RSNA Pneumonia Detection. 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
Muted rows were not state of the art when published — an earlier or same-year result already scored better.
| Rank | Model | Trust | Score | Year | Links | Fix |
|---|---|---|---|---|---|---|
| 01 | densenet-121-cxr | unverified | 88.5 | 2026 | N/A | Looks wrong? |
| 02 | chexnet | unverified | 87.2 | 2026 | N/A | Looks wrong? |