AesBench: An Expert Benchmark for Multimodal Large Language Models on
Image Aesthetics Perception

AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception

16 January 2024

Haoning Wu

Weisi Lin

Papers citing "AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception"

13 / 13 papers shown

Title
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models He Zhu Junyou Su Minxin Chen Wen Wang Yijie Deng Guanhua Chen Wenjia Zhang 72 0 0 20 May 2025
Resampling Benchmark for Efficient Comprehensive Evaluation of Large Vision-Language Models Teppei Suzuki Keisuke Ozawa VLM 97 0 0 14 Apr 2025
HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment Zhichao Liao Xiaokun Liu Wenyu Qin Qingyu Li Qiulin Wang Pengfei Wan Di Zhang Long Zeng Pingfa Feng 111 1 0 31 Mar 2025
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models Haodong Duan Junming Yang Junming Yang Xinyu Fang Lin Chen ... Yuhang Zang Pan Zhang Jiaqi Wang Dahua Lin Kai Chen LM&MA VLM 81 142 0 16 Jul 2024
A-Bench: Are LMMs Masters at Evaluating AI-generated Images? Zicheng Zhang H. Wu Chunyi Li Yingjie Zhou Wei Sun Xiongkuo Min Zijian Chen Xiaohong Liu Weisi Lin Guangtao Zhai EGVM 84 17 0 05 Jun 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 147 112 0 08 Feb 2024
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones Zhengqing Yuan Zhaoxu Li Weiran Huang Yanfang Ye Lichao Sun 16 50 0 28 Dec 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 180 4,085 0 09 Jun 2023
Towards Artistic Image Aesthetics Assessment: a Large-scale Dataset and a New Method Ran Yi Haoyuan Tian Zhihao Gu Yu-kun Lai Paul L. Rosin 33 40 0 27 Mar 2023
A Perceptual Quality Assessment Exploration for AIGC Images Zicheng Zhang Chunyi Li Wei Sun Xiaohong Liu Xiongkuo Min Guangtao Zhai 25 60 0 22 Mar 2023
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 74 1,520 0 18 Mar 2021
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 74 561 0 14 Oct 2019
A Comprehensive Survey of Deep Learning for Image Captioning Md Zakir Hossain Ferdous Sohel M. Shiratuddin Hamid Laga VLM 3DV 62 769 0 06 Oct 2018