ML Research Wiki / Benchmarks / Pneumonia Detection / ChestX-ray14

ChestX-ray14

Pneumonia Detection Benchmark

Performance Over Time

📊 Showing 4 results | 📏 Metric: AUROC

Top Performing Models

Rank Model Paper AUROC Date Code
1 NSGANetV1-A3 Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification 0.85 2019-12-03 📦 mikelzc1990/nsganetv2
2 NSGANetV1-X Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification 0.85 2019-12-03 📦 mikelzc1990/nsganetv2
3 CheXNet CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning 0.84 2017-11-14 📦 arnoweng/CheXNet 📦 thtang/CheXNet-with-localization 📦 brucechou1983/CheXNet-Keras
4 MUXNet-m MUXConv: Information Multiplexing in Convolutional Neural Networks 0.84 2020-03-31 📦 human-analysis/MUXConv

All Papers (4)