A new contour-based 'Eden score' compares 2D distributions by density level instead of datapoints and avoids the 'grade inflation' that inflates scores of poor generative model fits.
Beaulieu-Jones, Zhiwei Steven Wu, Chris Williams, Ran Lee, Sanjeev P
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Grade Inflation in Generative Models
A new contour-based 'Eden score' compares 2D distributions by density level instead of datapoints and avoids the 'grade inflation' that inflates scores of poor generative model fits.