R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation

29 May 2025

Papers citing "R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation"

12 / 12 papers shown

Title
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT D. Jiang Ziyu Guo Renrui Zhang Zhuofan Zong Hao Li Le Zhuo Shilin Yan Pheng-Ann Heng Haoyang Li LRM 103 14 0 01 May 2025
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Xiangyu Zhao Peiyuan Zhang Kexian Tang Hao Li Zicheng Zhang ... Guangtao Zhai Junchi Yan Hua Yang Xue Yang Haodong Duan VLM LRM 103 5 0 03 Apr 2025
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning Jiaqi Liao Zhiyong Yang Linjie Li Dianqi Li Kevin Qinghong Lin Yu Cheng Lijuan Wang MLLM LRM 69 2 0 25 Mar 2025
WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation Yuwei Niu Munan Ning Mengren Zheng Weiyang Jin Bin Lin ... Jiaqi Liao Chaoran Feng Kunpeng Ning Bin Zhu Li Yuan EGVM 98 23 0 10 Mar 2025
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective Xiangru Zhu Penglei Sun Yaoxian Song Yanghua Xiao Zhixu Li Chengyu Wang Jun Huang Bei Yang Xiaoxiao Xu EGVM 387 2 0 14 Oct 2024
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation Liang Chen Sinan Tan Zefan Cai Weichu Xie Haozhe Zhao Yichi Zhang Junyang Lin Jinze Bai Tianyu Liu Baobao Chang ViT 65 4 0 02 Oct 2024
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation Baiqi Li Zhiqiu Lin Deepak Pathak Jiayao Li Yixin Fei ... Tiffany Ling Xide Xia Pengchuan Zhang Graham Neubig Deva Ramanan EGVM 61 31 0 19 Jun 2024
Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers Peng Gao Le Zhuo Ziyi Lin Ruoyi Du Xu Luo ... Weicai Ye He Tong Jingwen He Yu Qiao Hongsheng Li VGen 50 87 0 09 May 2024
Evaluating Text-to-Visual Generation with Image-to-Text Generation Zhiqiu Lin Deepak Pathak Baiqi Li Jiayao Li Xide Xia Graham Neubig Pengchuan Zhang Deva Ramanan EGVM 69 143 0 01 Apr 2024
Generative Multimodal Models are In-Context Learners Quan-Sen Sun Yufeng Cui Xiaosong Zhang Fan Zhang Qiying Yu ... Yueze Wang Yongming Rao Jingjing Liu Tiejun Huang Xinlong Wang MLLM LRM 106 258 0 20 Dec 2023
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality Tristan Thrush Ryan Jiang Max Bartolo Amanpreet Singh Adina Williams Douwe Kiela Candace Ross CoGe 78 413 0 07 Apr 2022
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 80 1,512 0 18 Apr 2021