BrainMRI

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	BrainMRI (test)	AUC-ROC0.967	59
Anomaly Classification	BrainMRI	AUC95.9	47
Anomaly Segmentation	BrainMRI	AUC0.9808	39
Anomaly Detection	BrainMRI	AUROC98.3	31
Anomaly Detection	BrainMRI	AUROC0.986	24
Anomaly Detection	BrainMRI	AUC0.977	20
Anomaly Detection	BrainMRI	AUROC96.4	18
Anomaly Classification	BrainMRI BraTS 2021	AUC0.944	16
Anomaly Detection	BrainMRI	Img-AUC86.9	15
Image-level Anomaly Detection	BrainMRI	AUROC96.2	13
Image-level Anomaly Detection	BrainMRI	AUROC94.8	13
Anomaly Localization	BrainMRI	Pixel AUC98.6	10
Anomaly Classification	BrainMRI (test)	AUC0.97	10
Anomaly Detection	BrainMRI	Image-level AUC85.8	9
Anomaly Detection	BrainMRI Medical (test)	AUROC89.1	8
Anomaly Localization	BrainMRI Medical (test)	AUROC97	8
Anomaly Detection	BrainMRI	AUROC95.5	8
Anomaly Detection	BrainMRI	I-AUROC97.4	7
image-level classification	BrainMRI	AUROC96.4	6
Classification	BrainMRI	AUROC97.3	6
Anomaly Detection	BrainMRI	AUPRC99.6	4
Anomaly Segmentation	BrainMRI (test)	AUC91.79	3
Regularized Kernel Estimation	BrainMRI	Eta Prime0	2

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