TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering

21 March 2023

Mari Ostendorf

Papers citing "TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering"

24 / 174 papers shown

Title
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness Valentin Barriere Felipe del Rio Andres Carvallo De Ferari Carlos Aspillaga Eugenio Herrera-Berg Cristian Buc Calderon DiffM 22 0 0 27 Sep 2023
VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning Han Lin Abhaysinh Zala Jaemin Cho Mohit Bansal LM&Ro VGen DiffM 43 74 0 26 Sep 2023
Language Models as Black-Box Optimizers for Vision-Language Models Shihong Liu Zhiqiu Lin Samuel Yu Ryan Lee Tiffany Ling Deepak Pathak Deva Ramanan VLM 27 28 0 12 Sep 2023
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity Melissa Hall Candace Ross Adina Williams Nicolas Carion M. Drozdzal Adriana Romero Soriano EGVM 19 5 0 11 Aug 2023
Training Data Protection with Compositional Diffusion Models Aditya Golatkar Alessandro Achille A. Swaminathan Stefano Soatto DiffM 21 11 0 02 Aug 2023
OBJECT 3DIT: Language-guided 3D-aware Image Editing Oscar Michel Anand Bhattad Eli VanderBilt Ranjay Krishna Aniruddha Kembhavi Tanmay Gupta DiffM 22 39 0 20 Jul 2023
Divide & Bind Your Attention for Improved Generative Semantic Nursing Yumeng Li M. Keuper Dan Zhang Anna Khoreva DiffM 23 47 0 20 Jul 2023
GenAssist: Making Image Generation Accessible Mina Huh Yi-Hao Peng Amy Pavel DiffM 23 29 0 14 Jul 2023
Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback Jaskirat Singh Liang Zheng 26 18 0 10 Jul 2023
Grounded Text-to-Image Synthesis with Attention Refocusing Quynh Phung Songwei Ge Jia-Bin Huang DiffM 25 104 0 08 Jun 2023
Revisiting the Role of Language Priors in Vision-Language Models Zhiqiu Lin Xinyue Chen Deepak Pathak Pengchuan Zhang Deva Ramanan VLM 23 22 0 02 Jun 2023
RealignDiff: Boosting Text-to-Image Diffusion Model with Coarse-to-fine Semantic Re-alignment Guian Fang Zutao Jiang Jianhua Han Guangsong Lu Hang Xu Shengcai Liao Xiaodan Liang EGVM 19 1 0 31 May 2023
Are Diffusion Models Vision-And-Language Reasoners? Benno Krojer Elinor Poole-Dayan Vikram S. Voleti Christopher Pal Siva Reddy 37 13 0 25 May 2023
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models Ying Fan Olivia Watkins Yuqing Du Hao Liu Moonkyung Ryu Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh Kangwook Lee Kimin Lee 41 134 0 25 May 2023
Visual Programming for Text-to-Image Generation and Evaluation Jaemin Cho Abhaysinh Zala Mohit Bansal MLLM 21 50 0 24 May 2023
Transferring Visual Attributes from Natural Language to Verified Image Generation Rodrigo Valerio João Bordalo Michal Yarom Yonattan Bitton Idan Szpektor João Magalhães 29 5 0 24 May 2023
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata 26 20 0 22 May 2023
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation Yujie Lu Xianjun Yang Xiujun Li X. Wang William Yang Wang EGVM 46 35 0 18 May 2023
What You See is What You Read? Improving Text-Image Alignment Evaluation Michal Yarom Yonatan Bitton Soravit Changpinyo Roee Aharoni Jonathan Herzig Oran Lang E. Ofek Idan Szpektor EGVM 48 73 0 17 May 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 79 79 0 13 Apr 2023
Evaluating GPT-4 and ChatGPT on Japanese Medical Licensing Examinations Jungo Kasai Y. Kasai Keisuke Sakaguchi Yutaro Yamada Dragomir R. Radev LM&MA ELM 22 101 0 31 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 355 8,457 0 28 Jan 2022
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Lavinia Dunagan Jacob Morrison Alexander R. Fabbri Yejin Choi Noah A. Smith 51 39 0 08 Dec 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,777 0 24 Feb 2021