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RSNA Pneumonia Detection

Name: RSNA Pneumonia Detection Benchmark Results
Creator: Unknown
License: https://creativecommons.org/licenses/by/4.0/

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30,000 frontal chest radiographs with bounding boxes for pneumonia detection. From 2018 RSNA Kaggle competition. Tests both classification and localization.

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Benchmark Stats

Models2

Papers2

Metrics1

SOTA History

Not enough data to show trend.

Only 2 models on this benchmark

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Higher is better

Rank	Model	Source	Score	Year	Paper
1	densenet-121-cxr Competition baseline.	Editorial	88.5	2025	Source
2	chexnet CheXNet transfer to RSNA dataset.	Editorial	87.2	2025	Source

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