Leaderboards/Image and Video Quality Assessment

Image and Video Quality Assessment

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Zicheng Zhang
Shanghai Jiao Tong University
2
Thien Huynh‐The
Ho Chi Minh City University of Technology and Engineering
3
Kevin Giang Barrera
Georgia State University
4
Ruizhi Cheng
George Mason University
5
Sidi Yang
University of Hong Kong
6
Illya Bakurov
Michigan State University
7
Pavan C. Madhusudana
The University of Texas at Austin
8
Shaoliang Yang
Yunnan University
9
Vignesh V Menon
University of Klagenfurt
10
Domonkos Varga
Budapest University of Technology and Economics

Rising Stars Papers

1
GMS-3DQA: Projection-Based Grid Mini-patch Sampling for 3D Model Quality Assessment
ACM Transactions on Multimedia Computing Communications and Applications|2024
56 cit.
2
Quality-of-Experience Evaluation for Digital Twins in 6G Network Environments
IEEE Transactions on Broadcasting|2024
46 cit.
3
LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
Unknown Journal|2024
27 cit.
4
Q-Bench+: A Benchmark for Multi-Modal Foundation Models on Low-Level Vision From Single Images to Pairs
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
21 cit.
5
A First Look at Immersive Telepresence on Apple Vision Pro
Unknown Journal|2024
21 cit.
6
A Reduced-Reference Quality Assessment Metric for Textured Mesh Digital Humans
Unknown Journal|2024
19 cit.
7
Quality Assessment in the Era of Large Models: A Survey
ACM Transactions on Multimedia Computing Communications and Applications|2025
18 cit.
8
Video Quality Assessment with Texture Information Fusion for Streaming Applications
Unknown Journal|2024
16 cit.
9
Geometric semantic genetic programming with normalized and standardized random programs
Genetic Programming and Evolvable Machines|2024
14 cit.
10
Q-Boost: On Visual Quality Assessment Ability of Low-Level Multi-Modality Foundation Models
Unknown Journal|2024
14 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Kun Gai
Alibaba Group (China)
2
Mohammad Alizadeh
Malek Ashtar University of Technology
3
Martino Trevisan
University of Trieste
4
Kede Ma
City University of Hong Kong
5
Chenliang Xu
University of Rochester
6
Jarno Vanne
Tampere University
7
Yanmin Lu
Wuhan University
8
Lingxiao Yang
Hong Kong Polytechnic University
9
Peter de Rivaz
University of Cambridge
10
Zhida Mai
South China University of Technology

Emerging Leaders Papers

1
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
Unknown Journal|2023
262 cit.
2
Continual Learning for Blind Image Quality Assessment
IEEE Transactions on Pattern Analysis and Machine Intelligence|2022
97 cit.
3
PEPNet: Parameter and Embedding Personalized Network for Infusing with Personalized Prior Information
Unknown Journal|2023
89 cit.
4
Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining|2022
82 cit.
5
Multi-behavior Self-supervised Learning for Recommendation
Unknown Journal|2023
72 cit.
6
Video Understanding With Large Language Models: A Survey
IEEE Transactions on Circuits and Systems for Video Technology|2025
65 cit.
7
Real-time Short Video Recommendation on Mobile Devices
Proceedings of the 31st ACM International Conference on Information & Knowledge Management|2022
60 cit.
8
TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou
Unknown Journal|2023
50 cit.
9
Multi-Task Recommendations with Reinforcement Learning
Unknown Journal|2023
42 cit.
10
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
39 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Eero P. Simoncelli
Howard Hughes Medical Institute
2
Alan C. Bovik
The University of Texas at Austin
3
Thomas Wiegand
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute
4
Zhou Wang
Xi'an Polytechnic University
5
C.‐C. Jay Kuo
University of Southern California
6
Weisi Lin
Beijing Jiaotong University
7
M. Ghanbari
University of Tehran
8
Djemel Ziou
Université de Sherbrooke
9
Meng Wang
Hefei University of Technology
10
Wenjun Zhang
Shanghai Jiao Tong University

Current Senior Leaders Papers

1
Image quality assessment: from error visibility to structural similarity
IEEE Transactions on Image Processing|2004
56k cit.
2
Overview of the H.264/AVC video coding standard
IEEE Transactions on Circuits and Systems for Video Technology|2003
8.1k cit.
3
Making a “Completely Blind” Image Quality Analyzer
IEEE Signal Processing Letters|2012
6.4k cit.
4
Multiscale structural similarity for image quality assessment
Unknown Journal|2004
5.9k cit.
5
No-Reference Image Quality Assessment in the Spatial Domain
IEEE Transactions on Image Processing|2012
5.8k cit.
6
A universal image quality index
IEEE Signal Processing Letters|2002
5.7k cit.
7
Image Quality Metrics: PSNR vs. SSIM
Unknown Journal|2010
4.4k cit.
8
LightGCN
Unknown Journal|2020
4.1k cit.
9
Image information and visual quality
IEEE Transactions on Image Processing|2006
4k cit.
10
Overview of the Scalable Video Coding Extension of the H.264/AVC Standard
IEEE Transactions on Circuits and Systems for Video Technology|2007
3.5k cit.

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