Mammography

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	Mammography	AUC-ROC0.9193	47
Outlier Detection	Mammography	AP51.5	22
Tabular Anomaly Detection	Mammography	AUC-ROC0.915	14
Outlier Detection	Mammography	AUC90.6	11
Classification	Mammography 4QP shift (test)	F1 Score68	9
Classification	Mammography QP 4 shift (test)	F1 Score82	9
Classification	Mammography	F1 Score0.72	8
Anomaly Detection	Mammography Stationary	AUC0.866	6
Classification	Mammography (Matched Distributions)	G-Mean83	5
Mass Detection	Mammography Unseen Domain	mAP (Style D)71.7	5
Mass Detection	Mammography Seen Domains	mAP (Style A)77.9	5
Classification	MAMMOGRAPHY	Accuracy98.7	2

Showing 12 of 12 rows