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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.

Paper Leaderboard

Benchmark Stats

Models2

Papers2

Metrics1

SOTA History

Coming Soon

Visual timeline of state-of-the-art progression over time will appear here.

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Higher is better

Rank	Model	Code	Score	Paper / Source
1	densenet-121-cxr Competition baseline.	-	88.5	kaggle-competition
2	chexnet CheXNet transfer to RSNA dataset.		87.2	research-paper

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