No-Reference Video Quality Assessment

Benchmarks

Dataset Name	SOTA Method	Metric
LIVE-VQC	FineVQ	SRCC0.895	50	3d ago
YouTube-UGC	FineVQ	SRCC0.914	47	3d ago
KoNViD-1k	FineVQ	SRCC0.91	42	3d ago
LSVQ (test)	BVQA-2022	SRCC0.8613	40	3d ago
LSVQ	FineVQ	PLCC0.9	13	3d ago
LIVE-VQC 7 (full)	Li et al.	SROCC0.841	13	3d ago
KoNViD 8 (full)	CONVIQT	SROCC0.851	13	3d ago
YouTube-UGC 9 (full)	CONVIQT	SROCC0.832	10	3d ago
LSVQ 1080p 10 (test)	Li et al.	SROCC0.771	9	3d ago
LSVQ 10 (test)	Li et al.	SROCC0.852	9	3d ago
LIVE-YT-HFR 14 (test)	CONVIQT	SROCC0.672	9	3d ago
BVI-HFR 13 (test)	CONVIQT	SROCC0.641	8	3d ago
VQA Efficiency (450frs@1080p) (test)		Average Computation Time (s)79.8119	6	3d ago
VQA Efficiency 467frs@720p (test)		Latency (s)41.222	6	3d ago
VQA Efficiency 364frs@480p (test)		Average Computation Time (s)12.3405	6	3d ago
VQA Efficiency 240frs@540p (test)		Average Computation Time (s)12.6931	6	3d ago
KoNViD 1k (val)	Proposed NR VQA model	SROCC0.8134	5	3d ago
LIVE-VQC (val)		SROCC0.7988	5	3d ago
YouTube-UGC (test)	BVQA-2022	SRCC0.8145	4	3d ago
LIVE-VQC (test)	BVQA-2022	SRCC0.8698	4	3d ago
KoNViD-1k (test)	BVQA-2022	SRCC0.8427	4	3d ago
LSVQ 1080p 1.0 (test)	MDTVSFA	SRCC0.7114	4	3d ago
LSVQ 1.0 (test)	MDTVSFA	SRCC0.8136	4	3d ago
YouTube-UGC 1.0 (test)	MDTVSFA	SRCC0.7683	4	3d ago
LIVE-VQC 1.0 (test)	MDTVSFA	SRCC0.7908	4	3d ago

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