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

15 June 2023

Keqiang Sun

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

50 / 199 papers shown

Title
GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning Zhun Mou Bin Xia Zhengchao Huang Wenming Yang Jiaya Jia VGen ELM LRM 63 0 0 04 Mar 2025
Dynamic Search for Inference-Time Alignment in Diffusion Models Xiner Li Masatoshi Uehara Xingyu Su Gabriele Scalia Tommaso Biancalani Aviv Regev Sergey Levine Shuiwang Ji 42 0 0 03 Mar 2025
Evaluating and Predicting Distorted Human Body Parts for Generated Images Lu Ma Kaibo Cao Hao Liang Jiaxin Lin Z. Li Yuhong Liu Jihong Zhang Wentao Zhang Bin Cui MedIm 39 0 0 02 Mar 2025
SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization Shubhankar Borse K. Bhardwaj Mohammad Reza Karimi Dastjerdi Hyojin Park Shreya Kadambi ... Prathamesh Mandke Ankita Nayak Harris Teague Munawar Hayat Fatih Porikli DiffM 81 1 0 27 Feb 2025
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces Rashid Mushkani Shravan Nayak Hugo Berard Allison Cohen Shin Koseki Hadrien Bertrand 54 2 0 27 Feb 2025
FreeBlend: Advancing Concept Blending with Staged Feedback-Driven Interpolation Diffusion Yufan Zhou Haoyu Shen Huan Wang DiffM 100 0 0 17 Feb 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation Taeyoung Yun Dinghuai Zhang Jinkyoo Park Ling Pan DiffM 73 2 0 17 Feb 2025
GaussianMotion: End-to-End Learning of Animatable Gaussian Avatars with Pose Guidance from Text Gyumin Shim Sangmin Lee Jaegul Choo 3DGS 66 0 0 17 Feb 2025
Diffusion Models Through a Global Lens: Are They Culturally Inclusive? Zahra Bayramli Ayhan Suleymanzade Na Min An Huzama Ahmad Eunsu Kim Junyeong Park James Thorne Alice H. Oh 89 0 0 13 Feb 2025
Dual Caption Preference Optimization for Diffusion Models Amir Saeidi Yiran Luo Agneet Chatterjee Shamanthak Hegde Bimsara Pathiraja Yezhou Yang Chitta Baral DiffM 51 0 0 09 Feb 2025
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation Haibo Tong Zhaoyang Wang Z. Chen Haonian Ji Shi Qiu ... Peng Xia Mingyu Ding Rafael Rafailov Chelsea Finn Huaxiu Yao EGVM VGen 95 2 0 03 Feb 2025
Refining Alignment Framework for Diffusion Models with Intermediate-Step Preference Ranking Jie Ren Yuhang Zhang Dongrui Liu Xiaopeng Zhang Qi Tian 70 0 0 01 Feb 2025
Sparse High Rank Adapters K. Bhardwaj N. Pandey Sweta Priyadarshi Viswanath Ganapathy Rafael Esteves ... P. Whatmough Risheek Garrepalli M. V. Baalen Harris Teague Markus Nagel MQ 33 4 0 28 Jan 2025
Improving Video Generation with Human Feedback Jie Liu Gongye Liu Jiajun Liang Ziyang Yuan Xiaokun Liu ... Pengfei Wan Di Zhang Kun Gai Yujiu Yang Wanli Ouyang VGen EGVM 56 13 0 23 Jan 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating Yiyang Wang Xi Chen Xiaogang Xu S. Ji Y. Liu Yujun Shen Hengshuang Zhao DiffM 49 0 0 21 Jan 2025
A General Framework for Inference-time Scaling and Steering of Diffusion Models R. Singhal Zachary Horvitz Ryan Teehan Mengye Ren Zhou Yu Kathleen McKeown Rajesh Ranganath DiffM 61 15 0 17 Jan 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation Xiaoying Xing Avinab Saha Junfeng He Susan Hao Paul Vicol ... Sahil Singla Sarah Young Yinxiao Li Feng Yang Deepak Ramachandran DiffM 48 0 0 11 Jan 2025
VideoDPO: Omni-Preference Alignment for Video Diffusion Generation Runtao Liu Haoyu Wu Zheng Ziqiang Chen Wei Yingqing He Renjie Pi Qifeng Chen VGen 83 11 0 18 Dec 2024
Efficient Scaling of Diffusion Transformers for Text-to-Image Generation Hao Li Shamit Lal Zhiheng Li Yusheng Xie Ying Wang ... R. Manmatha Z. Tu Stefano Ermon Stefano Soatto A. Swaminathan 78 0 0 16 Dec 2024
Benchmarking and Learning Multi-Dimensional Quality Evaluator for Text-to-3D Generation Yujie Zhang Bingyang Cui Qi Yang Zhu Li Yiling Xu 66 0 0 15 Dec 2024
Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics Sara Ghazanfari Siddharth Garg Nicolas Flammarion P. Krishnamurthy Farshad Khorrami Francesco Croce VLM 89 0 0 13 Dec 2024
DECOR:Decomposition and Projection of Text Embeddings for Text-to-Image Customization Geonhui Jang Jin-Hwa Kim Yong-Hyun Park Junho Kim Gayoung Lee Yonghyun Jeong DiffM 75 0 0 12 Dec 2024
CAP: Evaluation of Persuasive and Creative Image Generation Aysan Aghazadeh Adriana Kovashka EGVM 85 1 0 10 Dec 2024
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets Zhen Liu Tim Z. Xiao Weiyang Liu Yoshua Bengio Dinghuai Zhang 118 2 0 10 Dec 2024
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts Ziwei Huang Wanggui He Quanyu Long Yandi Wang Haoyuan Li ... Fangxun Shu Long Chen Hao Jiang Leilei Gan Fei Wu EGVM 133 3 0 05 Dec 2024
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance Viet-Anh Nguyen A. Nguyen T. Dao K. Nguyen Cuong Pham Toan M. Tran Anh Tran DiffM 70 0 0 03 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 87 0 0 02 Dec 2024
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation Zilyu Ye Zhiyang Chen Tiancheng Li Zemin Huang Weijian Luo Guo-jun Qi DiffM 72 4 0 02 Dec 2024
DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling Xin Xie Dong Gong 82 1 0 01 Dec 2024
Reward Incremental Learning in Text-to-Image Generation Maorong Wang Jiafeng Mao Xueting Wang Toshihiko Yamasaki EGVM 98 0 0 26 Nov 2024
Contrastive CFG: Improving CFG in Diffusion Models by Contrasting Positive and Negative Concepts J. Chang Hyungjin Chung Jong Chul Ye FaML DiffM 92 0 0 26 Nov 2024
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks Y. Li Fan Ma Yi Yang DiffM 144 2 0 24 Nov 2024
Interactive Visual Assessment for Text-to-Image Generation Models Xiaoyue Mi Fan Tang Juan Cao Qiang Sheng Ziyao Huang Peng Li Y. Liu Tong-Yee Lee EGVM 64 0 0 23 Nov 2024
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark Rong-Cheng Tu Zi-Ao Ma Tian Lan Yuehao Zhao Heyan Huang Xian-Ling Mao MLLM VLM EGVM 98 3 0 23 Nov 2024
From Text to Pose to Image: Improving Diffusion Model Control and Quality Clément Bonnet Ariel N. Lee Franck Wertel Antoine Tamano Tanguy Cizain Pablo Ducru DiffM 68 0 0 19 Nov 2024
Aligning Few-Step Diffusion Models with Dense Reward Difference Learning Ziyi Zhang Li Shen Sen Zhang Deheng Ye Yong Luo Miaojing Shi Bo Du Dacheng Tao 89 0 0 18 Nov 2024
FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations Hmrishav Bandyopadhyay Yi-Zhe Song DiffM VGen 28 3 0 16 Nov 2024
Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer Shitong Shao Zikai Zhou Tian Ye Lichen Bai Zhiqiang Xu Zeke Xie DiffM 44 0 0 16 Nov 2024
SEE-DPO: Self Entropy Enhanced Direct Preference Optimization Shivanshu Shekhar Shreyas Singh Tong Zhang 30 4 0 06 Nov 2024
Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation Fu Feng Yucheng Xie Xu Yang Jing Wang Xin Geng DiffM 26 0 0 31 Oct 2024
Natural Language Inference Improves Compositionality in Vision-Language Models Paola Cascante-Bonilla Yu Hou Yang Trista Cao Hal Daumé III Rachel Rudinger ReLM CoGe VLM 44 3 0 29 Oct 2024
Diff-Instruct*: Towards Human-Preferred One-step Text-to-image Generative Models Weijian Luo C. Zhang Debing Zhang Zhengyang Geng 26 3 0 28 Oct 2024
Novel Object Synthesis via Adaptive Text-Image Harmony Zeren Xiong Zedong Zhang Zikun Chen Shuo Chen X. Li Gan Sun Jian Yang Jun Li DiffM 40 4 0 28 Oct 2024
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences Weijian Luo EGVM 36 6 0 24 Oct 2024
Scalable Ranked Preference Optimization for Text-to-Image Generation Shyamgopal Karthik Huseyin Coskun Zeynep Akata Sergey Tulyakov J. Ren Anil Kag EGVM 52 4 0 23 Oct 2024
Improving Long-Text Alignment for Text-to-Image Diffusion Models Luping Liu Chao Du Tianyu Pang Zehan Wang Chongxuan Li Dong Xu VLM 51 5 0 15 Oct 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Muyang Li Ligeng Zhu Y. Lu Song Han VLM 31 49 0 14 Oct 2024
Saliency Guided Optimization of Diffusion Latents Xiwen Wang Jizhe Zhou Xuekang Zhu Cheng Li Mao Li EGVM 21 0 0 14 Oct 2024
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data Xilin He Cheng Luo Xiaole Xian Bing Li Siyang Song Muhammad Haris Khan Weicheng Xie L. Shen Zongyuan Ge 30 4 0 13 Oct 2024
AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior Guoqiang Liang Qingnan Fan Bingtao Fu Jinwei Chen Hong Gu Lin Wang DiffM 34 0 0 13 Oct 2024