Position: All Current Generative Fidelity and Diversity Metrics are Flawed

Ossi Räisä, Boris van Breugel, Mihaela van der Schaar

Any method's development and practical application is limited by our ability to measure its reliability. The popularity of generative modeling emphasizes the importance of good syn…