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HyperAI超神经

Video Quality Assessment On Live Fb Lsvq

评估指标

PLCC

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
OneAlign + FAST-VQA	0.900	Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
DOVER	0.889	Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives
OneAlign	0.886	Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
FAST-VQA	0.877	FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling
FasterVQA	0.874	Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment
HVS-5M	0.8723	HVS Revisited: A Comprehensive Video Quality Assessment Framework	-
SimpleVQA	0.861	A Deep Learning based No-reference Quality Assessment Model for UGC Videos
BVQA-2022	0.854	Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception
DisCoVQA	0.850	DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment
PVQ	0.827	Patch-VQ: 'Patching Up' the Video Quality Problem
CONTRIQUE	0.826	Image Quality Assessment using Contrastive Learning
CONVIQT	0.820	CONVIQT: Contrastive Video Quality Estimator
VIDEVAL	0.783	UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content

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Video Quality Assessment On Live Fb Lsvq | SOTA | HyperAI超神经