SOTA Video Quality Assessment benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
KoNViD-1k	KSVQE	SROCC0.922	134	3d ago
YouTube-UGC	KVQ	SROCC0.903	69	3d ago
LIVE-VQC	KSVQE	SRCC0.861	64	3d ago
KoNViD 1k (test)	FasterVQA	SRCC0.895	62	3d ago
LIVE-VQC (test)	FAST-VQA	SRCC0.849	54	3d ago
LSVQ (test)	Q-ALIGN (1fps) + FAST-VQA	SRCC0.899	52	3d ago
LSVQ 1080p	Q-ALIGN (1fps) + FAST-VQA	SRCC0.818	46	3d ago
CVD 2014 (test)	FasterVQA	SRCC0.896	44	3d ago
LIVE-Qualcomm (test)	PVQ	SRCC0.8387	42	3d ago
LIVE-YT-Gaming	DOVER	SRCC0.882	37	3d ago
CVD 2014	FastVQA	SROCC0.883	29	3d ago
YouTube-UGC (test)	FasterVQA	SRCC0.863	26	3d ago
LIVE-VQC, KoNViD-1k, YouTube-UGC (Weighted Average)	FineVQ	SROCC0.905	23	3d ago
YouTube-UGC 1080p		Inference Time (Sec) CPU1.2	23	3d ago
LBVD	qst	SRCC0.898	21	3d ago
LIVE-YT-HFR (test)	GREED	SROCC0.8822	20	3d ago
LIVE-Qualcomm	Li22	SROCC0.833	20	3d ago
CSIQ-VQA (80/20 train-test)	GREED-VMAF	SROCC0.907	19	3d ago
LIVE Livestream	qst (Ours)	SROCC0.802	18	3d ago
DIVIDE-3k	DOVER++	SROCC0.8442	17	3d ago
LIVE-VQC original (full)	PVQ	SRCC0.827	17	3d ago
KoNViD 1k (full)	KVQ	SRCC0.89	17	3d ago
LIVE-Meta MCG	GAMIVAL	SRCC0.9439	16	3d ago
YouTube UGC Gaming 108 videos	MTL-VQA	SRCC0.8292	15	3d ago
540P Video Resolution	FAST-VQA-M	FLOPs (G)4	14	3d ago

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