Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality

26 May 2025

Papers citing "Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality"

9 / 9 papers shown

Title
SASP: Strip-Aware Spatial Perception for Fine-Grained Bird Image Classification Zheng Wang 33 0 0 30 May 2025
Semantically-Aware Game Image Quality Assessment Kai Zhu Vignesh Edithal Le Zhang Ilia Blank Imran Junejo 40 1 0 16 May 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment Guanglu Dong Xiangyu Liao Mingyang Li Guihuan Guo Chao Ren 72 1 0 25 Mar 2025
Do image and video quality metrics model low-level human vision? Dounia Hammou Yancheng Cai Pavan Madhusudanarao Christos G. Bampis Rafał K. Mantiuk 91 1 0 20 Mar 2025
Evaluating Step-by-step Reasoning Traces: A Survey Jinu Lee Julia Hockenmaier LRM ELM 155 2 0 17 Feb 2025
A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook Chengqian Ma Zhengyi Shi Zhiqiang Lu Shenghao Xie Fei Chao Yao Sui 72 1 0 12 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 395 2,031 0 22 Jan 2025
A Multi-annotated and Multi-modal Dataset for Wide-angle Video Quality Assessment Bo Hu Wei Wang Chunyi Li Lihuo He Leida Li Xinbo Gao 67 1 0 21 Jan 2025
Scaling Synthetic Data Creation with 1,000,000,000 Personas Tao Ge Xin Chan Dian Yu Haitao Mi Dong Yu Dong Yu SyDa 238 150 0 28 Jun 2024