Pneumonia Detection on ChestX-ray14

Metric: AUROC (higher is better)

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#	Model↕	AUROC▼	Extra Data	Paper	Date↕	Code
1	NSGANetV1-A3	0.847	No	Multi-Objective Evolutionary Design of Deep Conv...	2019-12-03	Code
2	NSGANetV1-X	0.846	No	Multi-Objective Evolutionary Design of Deep Conv...	2019-12-03	Code
3	CheXNet	0.844	No	CheXNet: Radiologist-Level Pneumonia Detection o...	2017-11-14	Code
4	MUXNet-m	0.841	No	MUXConv: Information Multiplexing in Convolution...	2020-03-31	Code
5	AE-CNN	0.8241	No	-	-	Code

#1NSGANetV1-A3SOTA
0.847
AUROC· 2019-12-03
Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification Code
#2NSGANetV1-X
0.846
AUROC· 2019-12-03
Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification Code
#3CheXNetSOTA
0.844
AUROC· 2017-11-14
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Code
#4MUXNet-m
0.841
AUROC· 2020-03-31
MUXConv: Information Multiplexing in Convolutional Neural Networks Code
#5AE-CNN
0.8241
AUROC
No paperCode