Medical Image Classification on Chest X-Ray14 2% labeled

Metric: AUC (higher is better)

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#	Model↕	AUC▼	Extra Data	Paper	Date↕	Code
1	ACPL	74.82	No	ACPL: Anti-curriculum Pseudo-labelling for Semi-...	2021-11-25	Code
2	S2MTS2	74.69	No	Self-supervised Mean Teacher for Semi-supervised...	2021-03-05	Code
3	UPS	65.51	No	In Defense of Pseudo-Labeling: An Uncertainty-Aw...	2021-01-15	Code
4	Graph XNet	53	No	GraphX$^{NET}-$ Chest X-Ray Classification Under...	2019-07-23	-

#1ACPLSOTA
74.82
AUC· 2021-11-25
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification Code
#2S2MTS2SOTA
74.69
AUC· 2021-03-05
Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification Code
#3UPSSOTA
65.51
AUC· 2021-01-15
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Code
#4Graph XNetSOTA
53
AUC· 2019-07-23
GraphX$^{NET}-$ Chest X-Ray Classification Under Extreme Minimal Supervision