Metrics#

Metrics compare two stimuli and are compatible with MADCompetition.

See Metric requirements for more details.

mse

Return the MSE between img1 and img2.

model_metric_factory

Create a metric function which returns the root mean squared error in model space.

ssim

Compute the structural similarity index.

ms_ssim

Multiscale structural similarity index (MS-SSIM).

nlpd

Compute the normalized Laplacian Pyramid Distance.