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Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

15 June 2023

Keqiang Sun

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Papers citing "Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis"

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Title
Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards Qingming Liu Zhen Liu Dinghuai Zhang Kui Jia 34 0 0 18 Jun 2025
OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation Jingjing Chang Yixiao Fang Peng Xing Shuhan Wu Wei Cheng Rui Wang Xianfang Zeng Gang Yu H. Chen EGVM VLM 18 0 0 09 Jun 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems Aniket Rege Zinnia Nie Mahesh Ramesh Unmesh Raskar Zhuoran Yu Aditya Kusupati Yong Jae Lee Ramya Korlakai Vinayak 12 0 0 09 Jun 2025
AssetDropper: Asset Extraction via Diffusion Models with Reward-Driven Optimization Lanjiong Li Guanhua Zhao Lingting Zhu Zeyu Cai Lequan Yu Jian Zhang Zeyu Wang 13 0 0 06 Jun 2025
When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration Quan Shi Carlos E. Jimenez Shunyu Yao Nick Haber Diyi Yang Karthik Narasimhan 41 0 0 05 Jun 2025
DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models Ziyi Wu Anil Kag Ivan Skorokhodov Willi Menapace Ashkan Mirzaei Igor Gilitschenski Sergey Tulyakov Aliaksandr Siarohin DiffM VGen 57 0 0 04 Jun 2025
Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences Yunhong Lu Qichao Wang H. Cao Xiaoyin Xu Min Zhang 47 0 0 03 Jun 2025
Psi-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models Taehoon Yoon Yunhong Min Kyeongmin Yeo Minhyuk Sung 69 0 0 02 Jun 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences Hyojin Bahng Caroline Chan F. Durand Phillip Isola EGVM 22 0 0 02 Jun 2025
TIIF-Bench: How Does Your T2I Model Follow Your Instructions? Xinyu Wei Jinrui Zhang Zeqing Wang Hongyang Wei Zhen Guo Lei Zhang VLM 17 0 0 02 Jun 2025
Inference-Time Alignment of Diffusion Models with Evolutionary Algorithms Purvish Jajal Nick Eliopoulos Benjamin Shiue-Hal Chou George K. Thiruvathukal James C. Davis Yung-Hsiang Lu 20 0 0 30 May 2025
Diffusion Sampling Path Tells More: An Efficient Plug-and-Play Strategy for Sample Filtering Sixian Wang Zhiwei Tang Tsung-Hui Chang DiffM 17 0 0 29 May 2025
LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers Yusuf Dalva Hidir Yesiltepe Pinar Yanardag OffRL 78 0 0 29 May 2025
Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape Ruichen Chen Keith G. Mills Liyao Jiang Chao Gao Di Niu VGen 87 0 0 28 May 2025
HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer Qi Cai Jingwen Chen Yang Chen Yehao Li Fuchen Long ... Rui Tian Siyu Wang Bo Zhao Ting Yao Tao Mei VLM 17 0 0 28 May 2025
Text2Stereo: Repurposing Stable Diffusion for Stereo Generation with Consistency Rewards Aakash Garg Libing Zeng Andrii Tsarov N. Kalantari 18 0 0 27 May 2025
Step-level Reward for Free in RL-based T2I Diffusion Model Fine-tuning Xinyao Liao Wei Wei Xiaoye Qu Yu Cheng EGVM 62 0 0 25 May 2025
Flex-Judge: Think Once, Judge Anywhere Jongwoo Ko S. Kim Sungwoo Cho Se-Young Yun ELM LRM 210 0 0 24 May 2025
Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation Wenchao Zhang Jiahe Tian Runze He Jizhong Han Jiao Dai Miaomiao Feng Wei Mi Xiaodan Zhang 105 0 0 24 May 2025
Rethinking Direct Preference Optimization in Diffusion Models Junyong Kang Seohyun Lim Kyungjune Baek Hyunjung Shim 772 0 0 24 May 2025
Scaling Image and Video Generation via Test-Time Evolutionary Search Haoran He Jiajun Liang X. Wang Pengfei Wan Di Zhang Kun Gai Ling Pan DiffM 238 0 0 23 May 2025
A Minimalist Method for Fine-tuning Text-to-Image Diffusion Models Yanting Miao William Loh Suraj Kothawade Pacal Poupart 19 0 0 23 May 2025
InfLVG: Reinforce Inference-Time Consistent Long Video Generation with GRPO Xueji Fang Liyuan Ma Zhiyang Chen Mingyuan Zhou Guo-Jun Qi VGen 230 0 0 23 May 2025
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings Yilin Ye Junchao Huang Xingchen Zeng Jiazhi Xia Wei Zeng 149 0 0 20 May 2025
Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models Fu-Yun Wang Yunhao Shui Jingtan Piao Keqiang Sun Hongsheng Li 91 4 0 16 May 2025
DRAGON: A Large-Scale Dataset of Realistic Images Generated by Diffusion Models Giulia Bertazzini Daniele Baracchi Dasara Shullani Isao Echizen Alessandro Piva 129 0 0 16 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Haoyang Li Lijun Yang Wen Yao Yue Deng DiffM 232 0 0 12 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability Liwen Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Yang Liu Yijiao Wang Jian Yang DiffM 122 1 0 06 May 2025
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 183 24 0 01 May 2025
Multi-Modal Language Models as Text-to-Image Model Evaluators Jiahui Chen Candace Ross Reyhane Askari Hemmat Koustuv Sinha Melissa Hall M. Drozdzal Adriana Romero-Soriano EGVM 103 0 0 01 May 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Yihan Hu Yuanxing Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Yan Li Di Zhang 127 0 0 14 Apr 2025
Aligning Anime Video Generation with Human Feedback Bingwen Zhu Yudong Jiang Baohan Xu Siqian Yang Mingyu Yin Yidi Wu Huyang Sun Zuxuan Wu EGVM VGen 121 0 0 14 Apr 2025
Physics-informed 4D X-ray image reconstruction from ultra-sparse spatiotemporal data Zisheng Yao Yuhe Zhang Zhe Hu Robert Klöfkorn Tobias Ritschel Pablo Villanueva-Perez AI4CE 136 1 0 04 Apr 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 150 6 0 03 Apr 2025
VideoGen-Eval: Agent-based System for Video Generation Evaluation Yuhang Yang Ke Fan Siyang Song Hongxiang Li Ailing Zeng FeiLin Han Wei-dong Zhai Wen Liu Yang Cao Zheng-jun Zha EGVM VGen 123 1 0 30 Mar 2025
Semantix: An Energy Guided Sampler for Semantic Style Transfer Huiang He Minghui Hu C. Zheng Chaoyue Wang Tat-Jen Cham DiffM 79 0 0 28 Mar 2025
3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models Yize Zhang Mengchen Zhang Tong Wu Tengfei Wang Gordon Wetzstein Dahua Lin Ziwei Liu ELM 183 1 0 27 Mar 2025
Test-Time Reasoning Through Visual Human Preferences with VLMs and Soft Rewards Alexander Gambashidze Konstantin Sobolev Andrey Kuznetsov Ivan Oseledets VLM LRM 87 0 0 25 Mar 2025
TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation Yuheng Feng Jianhui Wang Kun Li Sida Li Tianyu Shi Haoyue Han Miao Zhang Xueqian Wang DiffM 470 0 0 22 Mar 2025
FP4DiT: Towards Effective Floating Point Quantization for Diffusion Transformers Ruichen Chen Keith G. Mills Di Niu MQ 148 0 0 19 Mar 2025
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 457 0 0 17 Mar 2025
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing Tsu-Jui Fu Yusu Qian Chen Chen Wenze Hu Zhe Gan Yue Yang 221 2 0 16 Mar 2025
DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation Chen Chen Rui Qian Wenze Hu Tsu-Jui Fu Jialing Tong ... Lezhi Li Bowen Zhang Alex Schwing Wei Liu Yue Yang 143 0 0 13 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 160 1 0 13 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Zechao Li Jing Tang DiffM 143 1 0 13 Mar 2025
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization Hanyang Zhao Haoxian Chen Yucheng Guo Genta Indra Winata Tingting Ou Ziyu Huang D. Yao Wenpin Tang 130 0 0 13 Mar 2025
Aligning Text to Image in Diffusion Models is Easier Than You Think J. Lee Byunghee Cha Jeongsol Kim Jong Chul Ye 144 1 0 11 Mar 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity Kwanyoung Kim Byeongsu Sim DiffM VLM 149 0 0 10 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 147 26 0 10 Mar 2025
X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation Jian Ma Qirong Peng Xu Guo Chen Chen H. Lu Zhenyu Yang VLM 152 1 0 08 Mar 2025