OpenCodePapers

video-quality-assessment-on-youtube-ugc

VideoVideo UnderstandingVideo Quality Assessment
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PaperCodePLCCModelNameReleaseDate
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives✓ Link0.874DOVER (end-to-end)2022-11-09
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment✓ Link0.8652ReLaX-VQA (finetuned on YouTube-UGC)2024-07-16
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives✓ Link0.862DOVER (head-only)2022-11-09
Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment✓ Link0.859FasterVQA (fine-tuned)2022-10-11
A Deep Learning based No-reference Quality Assessment Model for UGC Videos✓ Link0.856SimpleVQA2022-04-29
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling✓ Link0.852FAST-VQA (finetuned on YouTube-UGC)2022-07-06
HVS Revisited: A Comprehensive Video Quality Assessment Framework0.8451HVS-5M2022-10-09
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment✓ Link0.8354ReLaX-VQA (trained on LSVQ only)2024-07-16
CONVIQT: Contrastive Video Quality Estimator✓ Link0.822CONVIQT2022-06-29
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality Assessment✓ Link0.8204ReLaX-VQA2024-07-16
Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception✓ Link0.8178BVQA-20222021-08-19
Image Quality Assessment using Contrastive Learning✓ Link0.813CONTRIQUE2021-10-25
2BiVQA: Double Bi-LSTM based Video Quality Assessment of UGC Videos✓ Link0.7942BiVQA2022-08-31
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content✓ Link0.7733VIDEVAL2020-05-29
RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content✓ Link0.7684RAPIQUE2021-01-26
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling✓ Link0.748FAST-VQA (trained on LSVQ only)2022-07-06
ChipQA: No-Reference Video Quality Prediction via Space-Time Chips✓ Link0.6911ChipQA2021-09-17
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