Papers citing 'Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs'

Title
VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment Ziheng Jia Linhan Cao J. N. Han Zicheng Zhang Jiaying Qian Jiarui Wang Z. Chen Guangtao Zhai Xiongkuo Min MLLM 92 0 0 22 Nov 2025
Q-REAL: Towards Realism and Plausibility Evaluation for AI-Generated Content Shushi Wang Zicheng Zhang Chunyi Li Wei Wang Liya Ma Fengjiao Chen X. Li Xuezhi Cao Guangtao Zhai Xiaohong Liu EGVM 69 0 0 21 Nov 2025
Perception, Understanding and Reasoning, A Multimodal Benchmark for Video Fake News Detection Cui Yakun Fushuo Huo Weijie Shi Juntao Dai Hang Du Z. Zhu Sirui Han Yike Guo 30 0 0 28 Oct 2025
Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment Shijie Zhao X. Zhang Weiqi Li Junlin Li Li Zhang Tianfan Xue Jian Zhang 120 1 0 13 Oct 2025
Q-Router: Agentic Video Quality Assessment with Expert Model Routing and Artifact Localization Shuo Xing Soumik Dey Mingyang Wu Ashirbad Mishra Naveen Ravipati Binbin Li Hansi Wu Zhengzhong Tu 107 1 0 09 Oct 2025
Exploring Instruction Data Quality for Explainable Image Quality Assessment Y. Li Sijing Wu Huiyu Duan Yucheng Zhu Qi Jia Guangtao Zhai 92 0 0 04 Oct 2025
XGC-AVis: Towards Audio-Visual Content Understanding with a Multi-Agent Collaborative System Yuqin Cao Xiongkuo Min Yixuan Gao Wei Sun Zicheng Zhang J. N. Han Guangtao Zhai 59 0 0 27 Sep 2025
RadarQA: Multi-modal Quality Analysis of Weather Radar Forecasts Xuming He Zhiyuan You Junchao Gong Couhua Liu Xiaoyu Yue Peiqin Zhuang Wenlong Zhang Wenlong Zhang 68 1 0 17 Aug 2025
Who is a Better Player: LLM against LLM Yingjie Zhou Jiezhang Cao Farong Wen Kepeng Xu Yanwei Jiang ... Yu Zhou Xiongkuo Min Jie Guo Zicheng Zhang Guangtao Zhai 125 0 0 05 Aug 2025
NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results Xiaohong Liu Xiongkuo Min Qiang Hu X. Zhang Jie Guo ... Lihuo He Jia-Wei Liu Yuting Xing Tida Fang Yuchun Jin DiffM 142 23 0 03 Jun 2025
Scaling-up Perceptual Video Quality Assessment Ziheng Jia Zicheng Zhang Zeyu Zhang Yingji Liang Xiaorong Zhu ... Guanyu Zhu Qiyong Zhao Xiaohong Liu Guangtao Zhai Xiongkuo Min 177 4 0 28 May 2025
OBIFormer: A Fast Attentive Denoising Framework for Oracle Bone InscriptionsDisplays (Guildford) (DG), 2025 Jinhao Li Zhongfu Chen Tingzhu Chen Zhiji Liu Can Wang 194 2 0 18 Apr 2025
Towards Explainable Partial-AIGC Image Quality Assessment Jiaying Qian Ziheng Jia Zicheng Zhang Zeyu Zhang Guoquan Zheng Xiongkuo Min 141 0 0 12 Apr 2025
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning Weiqi Li Xinyu Zhang Shijie Zhao Yujiao Shi Junlin Li Li Zhang Jian Zhang 297 41 0 28 Mar 2025
UVE: Are MLLMs Unified Evaluators for AI-Generated Videos? Yuanxin Liu Rui Zhu Shuhuai Ren Jiacong Wang Haoyuan Guo Xu Sun Lu Jiang 719 2 0 13 Mar 2025
MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis Yingjie Zhou Zicheng Zhang Jiezhang Cao Jun Jia Yanwei Jiang Farong Wen Xiaohong Liu Xiongkuo Min Guoquan Zheng 222 12 0 18 Nov 2024
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models Haodong Duan Xinyu Fang Junming Yang Xiangyu Zhao Lin Chen ... Yuhang Zang Pan Zhang Jiaqi Wang Dahua Lin Kai Chen LM&MA VLM 606 332 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 318 35 0 05 Jun 2024