BrainMRI

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Classification	BrainMRI	AUC95.9	47
Anomaly Detection	BrainMRI (test)	AUC-ROC0.958	45
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 Classification	BrainMRI BraTS 2021	AUC0.944	16
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	AUROC95.5	8
Image-level Anomaly Detection	BrainMRI	AUROC96.2	6
Anomaly Detection	BrainMRI	AUROC93.5	4
Anomaly Detection	BrainMRI	AUPRC99.6	4
Anomaly Segmentation	BrainMRI (test)	AUC91.79	3
Regularized Kernel Estimation	BrainMRI	Eta Prime0	2

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