Video Quality Assessment

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  1. PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos

    Sep 29, 2026Max Ku, Jiaojiao Fan, Zekun Hao +5Physical Consistency in Video GenerationVideo Quality Assessment

  2. When Visual Quality Misleads: Intent Recognition under Rendered Avatar Distortions

    Sep 23, 2026Ning-Hsuan Chang, Kai-Siang Ma, Yu-Chih ChenVideo Quality AssessmentImage Quality Assessment

  3. High-Fidelity Video Quality Assessment with VQA-Specific Saliency

    Sep 15, 2026Hakan Emre Gedik, Shashank Gupta, Alan BovikVideo Quality Assessment

  4. VOR-Bench: A Human Perception-Driven Benchmark for Video Object Removal

    Sep 15, 2026Haonan Huang, Tianrui Qiu, Xianghao Zang +10Video EditingVideo Quality Assessment

  5. CodecArena: Codec Quality Assessment via Visual Reinforcement Learning

    Aug 10, 2026Jiaye Fu, Weiqi Li, Qiankun Gao +5Video Quality AssessmentRL for VLMs

  6. Towards Adaptive Super-Resolution and Quality Assessment via Test-Time Adaptation

    Aug 9, 2026Ajeet Kumar VermaTest-Time AdaptationVideo Quality Assessment

  7. Multi-Dimensional Quality Assessment for AI-Generated Human-Centric Videos: Dataset and Model

    Jul 18, 2026Sijing Wu, Yunhao Li, Huiyu Duan +4Mixture of ExpertsMultimodal Large Language Models

  8. Learning Flexible Generalization in Video Quality Assessment by Bringing Device and Viewing Condition Distributions

    Jul 6, 2026Nikolay Safonov, Dmitriy S. VatolinVideo Quality Assessment

  9. CompressedVQA-AEV: Full-Reference and No-Reference Quality Assessment Models for Asymmetric Encoded Videos

    Jul 6, 2026Wei Sun, Xingwei Liu, Dandan Zhu +3Video Quality Assessment

  10. LongVQUBench: Benchmarking Long-Term Video Quality Understanding of Vision-Language Models

    Jul 1, 2026Arpita Nema, Hanwei Zhu, Xi Zhang +1VLM EvaluationVideo Quality Assessment

  11. How Accurate are Video Quality Models for Diffusion-Based Video Super-Resolution?

    May 25, 2026Benjamin Herb, Steve Göring, Alexander Raake +1Video Diffusion ModelsVideo Quality Assessment

  12. EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation

    May 22, 2026Songlin Yang, Haobin Zhong, Ruilin Zhang +23VLM EvaluationVideo Quality Assessment

  13. VersusQ: Pairwise Margin Reasoning for Generalizable Video Quality Assessment

    May 20, 2026Shibei Meng, Binxin Yang, Yuan Liu +4Pairwise ComparisonLearning to Rank

  14. FGSVQA: Frequency-Guided Short-form Video Quality Assessment

    May 19, 2026Xinyi Wang, Angeliki Katsenou, Junxiao Shen +1Video Quality Assessment

  15. PROVE: A Perceptual RemOVal cohErence Benchmark for Visual Media

    May 14, 2026Fuhao Li, Shaofeng You, Jiagao Hu +6Image Editing EvaluationVideo Editing

  16. Beyond VMAF: Towards Application-Specific Metrics for Teleoperation Video

    May 13, 2026Ines Trautmannsheimer, Richard Grauberger, Frank DiermeyerRobot TeleoperationVideo Quality Assessment

  17. VISTA: A Benchmark for Real-Time Video Streaming under Network Impairments in Surgical Teleoperation

    May 9, 2026Zexin Deng, Zhenhui Yuan, Tian Lu +3Robot TeleoperationVideo Quality Assessment

  18. GameScope: A Multi-Attribute, Multi-Codec Benchmark Dataset for Gaming Video Quality Assessment

    May 2, 2026Rajesh Sureddi, Shreshth Saini, Avinab Saha +1Video Quality Assessment

  19. Multimodal Confidence Modeling in Audio-Visual Quality Assessment

    May 2, 2026Mayesha Maliha R. Mithila, Mylene C. Q. FariasVideo Quality AssessmentUncertainty-Aware Multimodal Fusion

  20. AesRM: Improving Video Aesthetics with Expert-Level Feedback

    Apr 30, 2026Yujin Han, Yujie Wei, Yefei He +7Reward ModelingVideo Quality Assessment

  21. HuM-Eval: A Coarse-to-Fine Framework for Human-Centric Video Evaluation

    Apr 28, 2026Bingzi Zhang, Kaisi Guan, Ruihua SongHuman Motion GenerationVideo Quality Assessment

  22. FDIM: A Feature-distance-based Generic Video Quality Metric for Versatile Codecs

    Apr 27, 2026Jiayi Wang, Lichun Zhang, Xiaoqi Zhuang +3Video Quality AssessmentVideo Compression

  23. Comparison Drives Preference: Reference-Aware Modeling for AI-Generated Video Quality Assessment

    Apr 18, 2026Minghao Zou, Gen Liu, Guanghui Yue +5Video Quality AssessmentVideo Generation Evaluation