{"total":127,"rows":[{"id":"2211.04894","title":"Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives","created":"2022-11-09","cited_by_count":320,"area":null},{"id":"2207.02595","title":"FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling","created":"2022-07-06","cited_by_count":179,"area":null},{"id":"2101.10955","title":"RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content","created":"2021-01-26","cited_by_count":100,"area":null},{"id":"2108.08505","title":"Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception","created":"2021-08-19","cited_by_count":97,"area":null},{"id":"2404.12391","title":"On the Content Bias in Fr\\'echet Video Distance","created":"2024-04-18","cited_by_count":52,"area":null},{"id":"2401.07781","title":"Towards A Better Metric for Text-to-Video Generation","created":"2024-01-15","cited_by_count":51,"area":null},{"id":"2210.05357","title":"Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment","created":"2022-10-11","cited_by_count":50,"area":null},{"id":"2303.14933","title":"MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos","created":"2023-03-27","cited_by_count":46,"area":null},{"id":"2305.12726","title":"Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach","created":"2023-05-22","cited_by_count":45,"area":null},{"id":"2206.09853","title":"DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment","created":"2022-06-20","cited_by_count":41,"area":null},{"id":"2307.13981","title":"Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models","created":"2023-07-26","cited_by_count":38,"area":null},{"id":"2402.07220","title":"KVQ: Kwai Video Quality Assessment for Short-form Videos","created":"2024-02-11","cited_by_count":38,"area":null},{"id":"2408.14008","title":"LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models","created":"2024-08-26","cited_by_count":28,"area":"mllm"},{"id":"2412.19238","title":"FineVQ: Fine-Grained User Generated Content Video Quality Assessment","created":"2024-12-26","cited_by_count":28,"area":null},{"id":"2106.01111","title":"Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC Videos","created":"2021-06-02","cited_by_count":27,"area":null},{"id":"2211.12109","title":"Video compression dataset and benchmark of learning-based video-quality metrics","created":"2022-11-22","cited_by_count":27,"area":null},{"id":"2409.00031","title":"Quality Assessment in the Era of Large Models: A Survey","created":"2024-08-17","cited_by_count":26,"area":null},{"id":"2506.18564","title":"VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning","created":"2025-06-23","cited_by_count":26,"area":null},{"id":"2207.03723","title":"Exploring the Effectiveness of Video Perceptual Representation in Blind Video Quality Assessment","created":"2022-07-08","cited_by_count":25,"area":null},{"id":"2302.13269","title":"Exploring Opinion-unaware Video Quality Assessment with Semantic Affinity Criterion","created":"2023-02-26","cited_by_count":23,"area":null},{"id":"2402.19276","title":"Modular Blind Video Quality Assessment","created":"2024-02-29","cited_by_count":23,"area":null},{"id":"2109.08726","title":"ChipQA: No-Reference Video Quality Prediction via Space-Time Chips","created":"2021-09-17","cited_by_count":22,"area":null},{"id":"2312.15300","title":"Q-Boost: On Visual Quality Assessment Ability of Low-level Multi-Modality Foundation Models","created":"2023-12-23","cited_by_count":22,"area":null},{"id":"2304.06440","title":"Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment","created":"2023-04-13","cited_by_count":21,"area":null},{"id":"2308.00729","title":"Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality Assessment","created":"2023-08-01","cited_by_count":20,"area":null},{"id":"2206.14713","title":"CONVIQT: Contrastive Video Quality Estimator","created":"2022-06-29","cited_by_count":19,"area":null},{"id":"2405.08745","title":"Enhancing Blind Video Quality Assessment with Rich Quality-aware Features","created":"2024-05-14","cited_by_count":19,"area":null},{"id":"2307.16813","title":"Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment","created":"2023-07-31","cited_by_count":18,"area":null},{"id":"2405.17765","title":"PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild","created":"2024-05-28","cited_by_count":17,"area":null},{"id":"2304.14672","title":"Towards Robust Text-Prompted Semantic Criterion for In-the-Wild Video Quality Assessment","created":"2023-04-28","cited_by_count":16,"area":null},{"id":"2108.09635","title":"StarVQA: Space-Time Attention for Video Quality Assessment","created":"2021-08-22","cited_by_count":15,"area":null},{"id":"2111.07104","title":"A strong baseline for image and video quality assessment","created":"2021-11-13","cited_by_count":15,"area":null},{"id":"2411.03795","title":"VQA$^2$: Visual Question Answering for Video Quality Assessment","created":"2024-11-06","cited_by_count":15,"area":"mllm"},{"id":"2412.04508","title":"Video Quality Assessment: A Comprehensive Survey","created":"2024-12-04","cited_by_count":15,"area":null},{"id":"2203.12824","title":"Subjective and Objective Analysis of Streamed Gaming Videos","created":"2022-03-24","cited_by_count":14,"area":null},{"id":"2304.07056","title":"Perceptual Quality Assessment of Face Video Compression: A Benchmark and An Effective Method","created":"2023-04-14","cited_by_count":14,"area":null},{"id":"2401.02614","title":"Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment","created":"2024-01-05","cited_by_count":13,"area":null},{"id":"2401.08086","title":"Spatial-Semantic Collaborative Cropping for User Generated Content","created":"2024-01-16","cited_by_count":13,"area":null},{"id":"2404.13573","title":"Exploring AIGC Video Quality: A Focus on Visual Harmony, Video-Text Consistency and Domain Distribution Gap","created":"2024-04-21","cited_by_count":13,"area":null},{"id":"2504.09255","title":"FVQ: A Large-Scale Dataset and an LMM-based Method for Face Video Quality Assessment","created":"2025-04-12","cited_by_count":13,"area":null},{"id":"2305.09512","title":"Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement","created":"2023-05-16","cited_by_count":12,"area":null},{"id":"2309.13609","title":"Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks","created":"2023-09-24","cited_by_count":12,"area":null},{"id":"2311.07090","title":"CLiF-VQA: Enhancing Video Quality Assessment by Incorporating High-Level Semantic Information related to Human Feelings","created":"2023-11-13","cited_by_count":11,"area":null},{"id":"2407.04928","title":"CLIPVQA:Video Quality Assessment via CLIP","created":"2024-07-06","cited_by_count":11,"area":null},{"id":"2408.11481","title":"VE-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment","created":"2024-08-21","cited_by_count":11,"area":"alignment"},{"id":"2503.10259","title":"KVQ: Boosting Video Quality Assessment via Saliency-guided Local Perception","created":"2025-03-13","cited_by_count":11,"area":null},{"id":"2201.01492","title":"FAVER: Blind Quality Prediction of Variable Frame Rate Videos","created":"2022-01-05","cited_by_count":10,"area":null},{"id":"2508.06051","title":"VQAThinker: Exploring Generalizable and Explainable Video Quality Assessment via Reinforcement Learning","created":"2025-08-08","cited_by_count":10,"area":"lr"},{"id":"2510.25238","title":"VADB: A Large-Scale Video Aesthetic Database with Professional and Multi-Dimensional Annotations","created":"2025-10-29","cited_by_count":9,"area":null},{"id":"2407.16541","title":"QPT V2: Masked Image Modeling Advances Visual Scoring","created":"2024-07-23","cited_by_count":8,"area":null},{"id":"2210.00823","title":"BVI-VFI: A Video Quality Database for Video Frame Interpolation","created":"2022-10-03","cited_by_count":7,"area":null},{"id":"2311.11059","title":"HIDRO-VQA: High Dynamic Range Oracle for Video Quality Assessment","created":"2023-11-18","cited_by_count":7,"area":null},{"id":"2312.15425","title":"Knowledge Guided Semi-Supervised Learning for Quality Assessment of User Generated Videos","created":"2023-12-24","cited_by_count":7,"area":null},{"id":"2408.11982","title":"AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results","created":"2024-08-21","cited_by_count":7,"area":null},{"id":"2503.14064","title":"AIGVE-Tool: AI-Generated Video Evaluation Toolkit with Multifaceted Benchmark","created":"2025-03-18","cited_by_count":7,"area":null},{"id":"2307.09729","title":"NTIRE 2023 Quality Assessment of Video Enhancement Challenge","created":"2023-07-19","cited_by_count":6,"area":null},{"id":"2405.03333","title":"Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance","created":"2024-05-06","cited_by_count":6,"area":null},{"id":"2501.08545","title":"T2VEval: Benchmark Dataset and Objective Evaluation Method for T2V-generated Videos","created":"2025-01-15","cited_by_count":6,"area":null},{"id":"2509.02969","title":"VQualA 2025 Challenge on Engagement Prediction for Short Videos: Methods and Results","created":"2025-09-03","cited_by_count":6,"area":null},{"id":"2210.04158","title":"HVS Revisited: A Comprehensive Video Quality Assessment Framework","created":"2022-10-09","cited_by_count":5,"area":null},{"id":"2505.03631","title":"Generalizable Video Quality Assessment via Weak-to-Strong Learning","created":"2025-05-06","cited_by_count":5,"area":null},{"id":"2505.22543","title":"Scaling-up Perceptual Video Quality Assessment","created":"2025-05-28","cited_by_count":5,"area":"mllm"},{"id":"2102.00155","title":"Regression or Classification? New Methods to Evaluate No-Reference Picture and Video Quality Models","created":"2021-01-30","cited_by_count":4,"area":null},{"id":"2111.09503","title":"Blind VQA on 360{\\deg} Video via Progressively Learning from Pixels, Frames and Video","created":"2021-11-18","cited_by_count":4,"area":null},{"id":"2207.09956","title":"Telepresence Video Quality Assessment","created":"2022-07-20","cited_by_count":4,"area":null},{"id":"2303.07489","title":"MRET: Multi-resolution Transformer for Video Quality Assessment","created":"2023-03-13","cited_by_count":4,"area":null},{"id":"2404.16205","title":"AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results","created":"2024-04-24","cited_by_count":4,"area":null},{"id":"2407.11496","title":"ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment","created":"2024-07-16","cited_by_count":4,"area":null},{"id":"2410.00289","title":"Delving Deep into Engagement Prediction of Short Videos","created":"2024-09-30","cited_by_count":4,"area":null},{"id":"2501.07087","title":"Video Quality Assessment for Online Processing: From Spatial to Temporal Sampling","created":"2025-01-13","cited_by_count":4,"area":null},{"id":"2506.23852","title":"RGC-VQA: An Exploration Database for Robotic-Generated Video Quality Assessment","created":"2025-06-30","cited_by_count":4,"area":null},{"id":"2508.02516","title":"Engagement Prediction of Short Videos with Large Multimodal Models","created":"2025-08-04","cited_by_count":4,"area":"mllm"},{"id":"2204.00128","title":"Perceptual Quality Assessment of UGC Gaming Videos","created":"2022-03-31","cited_by_count":3,"area":null},{"id":"2403.15061","title":"Subjective Quality Assessment of Compressed Tone-Mapped High Dynamic Range Videos","created":"2024-03-22","cited_by_count":3,"area":null},{"id":"2406.04654","title":"Image and Video Quality Assessment using Prompt-Guided Latent Diffusion Models for Cross-Dataset Generalization","created":"2024-06-07","cited_by_count":3,"area":"diffusion"},{"id":"2508.06092","title":"Q-CLIP: Unleashing the Power of Vision-Language Models for Video Quality Assessment through Unified Cross-Modal Adaptation","created":"2025-08-08","cited_by_count":3,"area":"mllm"},{"id":"2203.14557","title":"Visual Mechanisms Inspired Efficient Transformers for Image and Video Quality Assessment","created":"2022-03-28","cited_by_count":2,"area":null},{"id":"2205.03630","title":"Deep Quality Assessment of Compressed Videos: A Subjective and Objective Study","created":"2022-05-07","cited_by_count":2,"area":null},{"id":"2210.04377","title":"DCVQE: A Hierarchical Transformer for Video Quality Assessment","created":"2022-10-10","cited_by_count":2,"area":null},{"id":"2305.08066","title":"Helping Visually Impaired People Take Better Quality Pictures","created":"2023-05-14","cited_by_count":2,"area":null},{"id":"2305.08408","title":"SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement","created":"2023-05-15","cited_by_count":2,"area":null},{"id":"2405.08621","title":"RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content","created":"2024-05-14","cited_by_count":2,"area":null},{"id":"2408.07171","title":"BVI-UGC: A Video Quality Database for User-Generated Content Transcoding","created":"2024-08-13","cited_by_count":2,"area":null},{"id":"2501.02706","title":"Multilevel Semantic-Aware Model for AI-Generated Video Quality Assessment","created":"2025-01-06","cited_by_count":2,"area":"diffusion"},{"id":"2502.05924","title":"Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search","created":"2025-02-09","cited_by_count":2,"area":null},{"id":"2504.16003","title":"MVQA: Mamba with Unified Sampling for Efficient Video Quality Assessment","created":"2025-04-22","cited_by_count":2,"area":"ssm"},{"id":"2508.10605","title":"DIVA-VQA: Detecting Inter-frame Variations in UGC Video Quality","created":"2025-08-14","cited_by_count":2,"area":null},{"id":"2509.11589","title":"MVQA-68K: A Multi-dimensional and Causally-annotated Dataset with Quality Interpretability for Video Assessment","created":"2025-09-15","cited_by_count":2,"area":null},{"id":"2510.07441","title":"DynamicEval: Rethinking Evaluation for Dynamic Text-to-Video Synthesis","created":"2025-10-08","cited_by_count":2,"area":null},{"id":"2510.08789","title":"Q-Router: Agentic Video Quality Assessment with Expert Model Routing and Artifact Localization","created":"2025-10-09","cited_by_count":2,"area":"agents"},{"id":"2511.07290","title":"CAMP-VQA: Caption-Embedded Multimodal Perception for No-Reference Quality Assessment of Compressed Video","created":"2025-11-10","cited_by_count":2,"area":null},{"id":"2602.22659","title":"Scaling Audio-Visual Quality Assessment Dataset via Crowdsourcing","created":"2026-02-26","cited_by_count":2,"area":null},{"id":"2107.10220","title":"Objective video quality metrics application to video codecs comparisons: choosing the best for subjective quality estimation","created":"2021-07-21","cited_by_count":1,"area":null},{"id":"2202.02277","title":"Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model","created":"2022-02-04","cited_by_count":1,"area":null},{"id":"2311.15437","title":"Quality Modeling Under A Relaxed Natural Scene Statistics Model","created":"2023-11-26","cited_by_count":1,"area":null},{"id":"2401.02794","title":"Subjective and Objective Analysis of Indian Social Media Video Quality","created":"2024-01-05","cited_by_count":1,"area":null},{"id":"2407.20766","title":"Highly Efficient No-reference 4K Video Quality Assessment with Full-Pixel Covering Sampling and Training Strategy","created":"2024-07-30","cited_by_count":1,"area":null},{"id":"2409.17596","title":"Subjective and Objective Quality-of-Experience Evaluation Study for Live Video Streaming","created":"2024-09-26","cited_by_count":1,"area":null},{"id":"2410.04225","title":"AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results","created":"2024-10-05","cited_by_count":1,"area":null},{"id":"2410.06866","title":"Secure Video Quality Assessment Resisting Adversarial Attacks","created":"2024-10-09","cited_by_count":1,"area":null}],"next_cursor":"100"}