Towards a Scalable Reference-Free Evaluation of Generative Models

Towards a Scalable Reference-Free Evaluation of Generative Models

3 July 2024

Jingwei Zhang

Mohammad Jalali

Andrej Bogdanov

Papers citing "Towards a Scalable Reference-Free Evaluation of Generative Models"

10 / 10 papers shown

Title
CROC: Evaluating and Training T2I Metrics with Pseudo- and Human-Labeled Contrastive Robustness Checks Christoph Leiter Yuki M. Asano Margret Keuper Steffen Eger 27 0 0 16 May 2025
On the Statistical Complexity of Estimating Vendi Scores from Empirical Data Azim Ospanov Farzan Farnia 50 1 0 17 Feb 2025
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 94 115 0 05 Oct 2022
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 189 341 0 03 Mar 2022
Locally Typical Sampling Clara Meister Tiago Pimentel Gian Wiher Ryan Cotterell 155 87 0 01 Feb 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 196 501 0 01 Feb 2022
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 74 187 0 17 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 388 10,425 0 12 Dec 2018
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 214 3,521 0 10 Jun 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 379 39,309 0 01 Sep 2014