NTIRE 2023 Quality Assessment of Video Enhancement Challenge. - Xiaohong Liu 001; Xiongkuo Min; Wei Sun 029; Yulun Zhang 001; Kai Zhang 008; Radu Timofte; Guangtao Zhai; Yixuan Gao; Yuqin Cao; Tengchuan Kou; Yunlong Dong; Ziheng Jia; et al. (CVPR Workshops, 2023)

NTIRE 2023 Quality Assessment of Video Enhancement Challenge. - Xiaohong Liu 001; Xiongkuo Min; Wei Sun 029; Yulun Zhang 001; Kai Zhang 008; Radu Timofte; Guangtao Zhai; Yixuan Gao; Yuqin Cao; Tengchuan Kou; Yunlong Dong; Ziheng Jia; et al. (CoRR, 2023)

SR-VQA: Super-Resolution Video Quality Assessment Model. - Yuqin Cao; Wei Sun 029; Weixia Zhang; Yinan Sun; Ziheng Jia; Yuxin Zhu; Xiongkuo Min; Guangtao Zhai (ECCV Workshops (10), 2024)

Compression-RQ-VQA: Leveraging Rich Quality-Aware Features for Compressed Video Quality Assessment. - Ziheng Jia; Jiaying Qian; Wei Sun 029; Zicheng Zhang; Yuqin Cao; Yinan Sun; Yuxin Zhu; Guangtao Zhai; Xiongkuo Min (ECCV Workshops (10), 2024)

AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results. - Ivan Molodetskikh; Artem Borisov; Dmitriy S. Vatolin; Radu Timofte; Jianzhao Liu; Tianwu Zhi; Yabin Zhang 002; Yang Li 189; Jingwen Xu; Yiting Liao; Qing Luo; Ao-Xiang Zhang; et al. (ECCV Workshops (10), 2024)

AIM 2024 Challenge on Video Saliency Prediction: Methods and Results. - Andrey Moskalenko; Alexey Bryncev; Dmitry S. Vatolin; Radu Timofte; Gen Zhan; Li Yang; Yunlong Tang 002; Yiting Liao; Jiongzhi Lin; Baitao Huang; Morteza Moradi 001; Mohammad Moradi 001; et al. (ECCV Workshops (10), 2024)

AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results. - Maksim Smirnov; Aleksandr Gushchin; Anastasia Antsiferova; Dmitriy S. Vatolin; Radu Timofte; Ziheng Jia; Zicheng Zhang; Wei Sun 029; Jiaying Qian; Yuqin Cao; Yinan Sun; Yuxin Zhu; et al. (ECCV Workshops (10), 2024)

AVSal: Enhancing Video Saliency Prediction Through Audio-Visual Fusion and Temporal Aggregation. - Yuxin Zhu; Yinan Sun; Huiyu Duan; Yuqin Cao; Ziheng Jia; Qiang Hu 003; Xiongkuo Min; Guangtao Zhai (ECCV Workshops (10), 2024)

DSA-QoE: Quality of Experience Evaluation for Streaming Video Based on Dual-Stage Attention. - Ziheng Jia; Xiongkuo Min; Guangtao Zhai (ISCAS, 2024)

ACIQA: A Dataset and Method for Assessing the Imaging Quality of Automotive Cameras. - Yijie Huang; Haoyang Ni; Kaiwei Zhang; Ziheng Jia; Fangfang Lu; Xiongkuo Min; Guangtao Zhai (VCIP, 2024)

End-to-end Prediction of Streaming Video Quality of Experience: Dataset and Approach. - Ziheng Jia; Xiongkuo Min; Guangtao Zhai (VCIP, 2024)

Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs. - Zicheng Zhang; Ziheng Jia; Haoning Wu 001; Chunyi Li; Zijian Chen 001; Yingjie Zhou 003; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Weisi Lin; Guangtao Zhai (CoRR, 2024)

AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results. - Ivan Molodetskikh; Artem Borisov; Dmitriy S. Vatolin; Radu Timofte; Jianzhao Liu; Tianwu Zhi; Yabin Zhang 002; Yang Li 189; Jingwen Xu; Yiting Liao; Qing Luo; Ao-Xiang Zhang; et al. (CoRR, 2024)

VQA2: Visual Question Answering for Video Quality Assessment. - Ziheng Jia; Zicheng Zhang; Jiaying Qian; Haoning Wu 001; Wei Sun 029; Chunyi Li; Xiaohong Liu 001; Weisi Lin; Guangtao Zhai; Xiongkuo Min (CoRR, 2024)

Continuous and Overall Quality of Experience Evaluation for Streaming Video Based on Rich Features Exploration and Dual-Stage Attention. - Ziheng Jia; Xiongkuo Min; Wei Sun 029; Guangtao Zhai (IEEE Trans. Circuits Syst. Video Technol., 2024)

Image Quality Assessment: From Human to Machine Preference. - Chunyi Li; Yuan Tian 017; Xiaoyue Ling; Zicheng Zhang; Haodong Duan; Haoning Wu 001; Ziheng Jia; Xiaohong Liu 001; Xiongkuo Min; Guo Lu; Weisi Lin; Guangtao Zhai (CVPR, 2025)

Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs. - Zicheng Zhang; Ziheng Jia; Haoning Wu 001; Chunyi Li; Zijian Chen 001; Yingjie Zhou 003; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Weisi Lin; Guangtao Zhai (CVPR, 2025)

Teaching LMMs for Image Quality Scoring and Interpreting. - Zicheng Zhang; Haoning Wu 001; Ziheng Jia; Weisi Lin; Guangtao Zhai (CoRR, 2025)

Information Density Principle for MLLM Benchmarks. - Chunyi Li; Xiaozhe Li; Zicheng Zhang; Yuan Tian 017; Ziheng Jia; Xiaohong Liu 001; Xiongkuo Min; Jia Wang 004; Haodong Duan; Kai Chen 026; Guangtao Zhai (CoRR, 2025)

Towards Explainable Partial-AIGC Image Quality Assessment. - Jiaying Qian; Ziheng Jia; Zicheng Zhang; Zeyu Zhang; Guangtao Zhai; Xiongkuo Min (CoRR, 2025)

PuzzleBench: A Fully Dynamic Evaluation Framework for Large Multimodal Models on Puzzle Solving. - Zeyu Zhang; Zijian Chen 001; Zicheng Zhang; Yuze Sun; Yuan Tian 017; Ziheng Jia; Chunyi Li; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (CoRR, 2025)

EEmo-Bench: A Benchmark for Multi-modal Large Language Models on Image Evoked Emotion Assessment. - Lancheng Gao; Ziheng Jia; Yunhao Zeng; Wei Sun 029; Yiming Zhang; Wei Zhou 021; Guangtao Zhai; Xiongkuo Min (CoRR, 2025)

LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation. - Jiarui Wang; Huiyu Duan; Ziheng Jia; Yu Zhao; Woo Yi Yang; Zicheng Zhang; Zijian Chen 001; Juntong Wang; Yuke Xing; Guangtao Zhai; Xiongkuo Min (CoRR, 2025)

Scaling-up Perceptual Video Quality Assessment. - Ziheng Jia; Zicheng Zhang; Zeyu Zhang; Yingji Liang; Xiaorong Zhu; Chunyi Li; Jinliang Han; Haoning Wu 001; Bin Wang; Haoran Zhang; Guanyu Zhu; Qiyong Zhao; et al. (CoRR, 2025)

GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs. - Xiaorong Zhu; Ziheng Jia; Jiarui Wang; Xiangyu Zhao; Haodong Duan; Xiongkuo Min; Jia Wang 004; Zicheng Zhang; Guangtao Zhai (CoRR, 2025)

DFBench: Benchmarking Deepfake Image Detection Capability of Large Multimodal Models. - Jiarui Wang; Huiyu Duan; Juntong Wang; Ziheng Jia; Woo Yi Yang; Xiaorong Zhu; Yu Zhao; Jiaying Qian; Yuke Xing; Guangtao Zhai; Xiongkuo Min (CoRR, 2025)

Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment. - Ziheng Jia; Jiaying Qian; Zicheng Zhang; Zijian Chen 001; Xiongkuo Min (CoRR, 2025)