SegmentationBinaryAUROC

class torch_uncertainty.metrics.segmentation.SegmentationBinaryAUROC(max_fpr=None, thresholds=None, ignore_index=None, validate_args=True, **kwargs)

SegmentationBinaryAUROC computes the Area Under the Receiver Operating Characteristic Curve (AUROC) for binary segmentation tasks. It aggregates the AUROC across batches and computes the average AUROC over all batches processed.