Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

Item #:

075280-0165

Details

DOI: https://doi.org/10.52202/075280-0165
Author(s): Anthony Caterini, Jesse Cresswell, Rasa Hosseinzadeh, Zhaoyan Liu, Gabriel Loaiza-Ganem, Brendan Ross, George Stein, Yi Sui, Eric Taylor, Valentin Villecroze
Pages: 3732-3784 (53 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-0165
Author(s): Anthony Caterini, Jesse Cresswell, Rasa Hosseinzadeh, Zhaoyan Liu, Gabriel Loaiza-Ganem, Brendan Ross, George Stein, Yi Sui, Eric Taylor, Valentin Villecroze
Pages: 3732-3784 (53 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)