Pneumonia Detection On Chestx Ray14

AUROC

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	AUROC	Paper Title	Repository
AE-CNN	0.8241	Jointly Learning Convolutional Representations to Compress Radiological Images and Classify Thoracic Diseases in the Compressed Domain
NSGANetV1-X	0.846	Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification	-
CheXNet	0.844	CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning	-
NSGANetV1-A3	0.847	Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification	-
MUXNet-m	0.841	MUXConv: Information Multiplexing in Convolutional Neural Networks	-

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