AdaptiveCalibrationError

class torch_uncertainty.metrics.classification.AdaptiveCalibrationError(task, num_bins=10, norm='l1', num_classes=None, ignore_index=None, validate_args=True, **kwargs)

Adaptive Top-label Calibration Error.

Reference:

Nixon et al. Measuring calibration in deep learning. In CVPRW, 2019.