Video Quality Assessment on MSU NR VQA Database

Metric: PLCC (higher is better)

LeaderboardDataset

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Results

#	Model↕	PLCC▼	Extra Data	Paper	Date↕	Code
1	MDTVSFA	0.9431	No	Unified Quality Assessment of In-the-Wild Videos...	2020-11-09	Code
2	LI	0.927	No	Blindly Assess Quality of In-the-Wild Videos via...	2021-08-19	Code
3	UNIQUE	0.9238	No	UNIQUE: Unsupervised Image Quality Estimation	2018-10-15	Code
4	DBCNN	0.9222	No	Blind Image Quality Assessment Using A Deep Bili...	2019-07-05	Code
5	VSFA	0.918	No	Quality Assessment of In-the-Wild Videos	2019-08-01	Code
6	LINEARITY	0.9106	No	Norm-in-Norm Loss with Faster Convergence and Be...	2020-08-10	Code
7	DOVER	0.9099	No	Exploring Video Quality Assessment on User Gener...	2022-11-09	Code
8	MUSIQ	0.9068	No	MUSIQ: Multi-scale Image Quality Transformer	2021-08-12	Code
9	GVSP-UGCVQA-NR (single_scale)	0.8933	No	Deep Learning based Full-reference and No-refere...	2021-06-02	Code
10	SPAQ BL	0.8855	No	-	-	Code
11	GVSP-UGCVQA-NR (multi_scale)	0.8851	No	Deep Learning based Full-reference and No-refere...	2021-06-02	Code
12	SPAQ MT-A	0.8824	No	-	-	Code
13	SPAQ MT-S	0.8814	No	-	-	Code
14	NIMA	0.8784	No	NIMA: Neural Image Assessment	2017-09-15	Code
15	FAST-VQA	0.8613	No	FAST-VQA: Efficient End-to-end Video Quality Ass...	2022-07-06	Code
16	PaQ-2-PiQ	0.8549	No	From Patches to Pictures (PaQ-2-PiQ): Mapping th...	2019-12-20	Code
17	KonCept512	0.8464	No	KonIQ-10k: An ecologically valid database for de...	2019-10-14	Code
18	FASTER-VQA	0.8087	No	FAST-VQA: Efficient End-to-end Video Quality Ass...	2022-07-06	Code
19	VIDEVAL	0.7717	No	UGC-VQA: Benchmarking Blind Video Quality Assess...	2020-05-29	Code
20	Y-NIQE	0.6713	No	Barriers towards no-reference metrics applicatio...	2019-07-08	-
21	MEON	0.2898	No	-	-	-