OpenCodePapers

video-quality-assessment-on-live-fb-lsvq

Quality AssessmentVideo Quality Assessment
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PaperCodePLCCModelNameReleaseDate
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels✓ Link0.900OneAlign + FAST-VQA2023-12-28
Convolutions Need Registers Too: HVS-Inspired Dynamic Attention for Video Quality Assessment0.892UNet3D+RT2026-01-16
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives✓ Link0.889DOVER2022-11-09
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels✓ Link0.886OneAlign2023-12-28
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling✓ Link0.877FAST-VQA2022-07-06
Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment✓ Link0.874FasterVQA2022-10-11
HVS Revisited: A Comprehensive Video Quality Assessment Framework0.8723HVS-5M2022-10-09
A Deep Learning based No-reference Quality Assessment Model for UGC Videos✓ Link0.861SimpleVQA2022-04-29
Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception✓ Link0.854BVQA-20222021-08-19
DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment✓ Link0.850DisCoVQA2022-06-20
Patch-VQ: 'Patching Up' the Video Quality Problem✓ Link0.827PVQ2020-11-27
Image Quality Assessment using Contrastive Learning✓ Link0.826CONTRIQUE2021-10-25
CONVIQT: Contrastive Video Quality Estimator✓ Link0.820CONVIQT2022-06-29
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content✓ Link0.783VIDEVAL2020-05-29
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