SOTA Video Quality Assessment benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
KoNViD-1k	KSVQE	SROCC0.922	208	2mo ago
LIVE-VQC	Soft Ranking (Stage 1)	SRCC0.884	151	2mo ago
LSVQ (test)	Soft Ranking (Stage 1)	SRCC0.907	122	2mo ago
LSVQ 1080p	Soft Ranking (Stage 1)	SRCC0.832	116	2mo ago
YouTube-UGC	Soft Ranking (Stage 1)	SROCC0.91	110	2mo ago
Xiaomi Redmi Note 13 model 1 (held-out device)	AVQT	KROCC0.694	64	18d ago
LIVE-YT-Gaming	DOVER	SRCC0.882	64	2mo ago
KoNViD 1k (test)	FasterVQA	SRCC0.895	62	4mo ago
LIVE-VQC (test)	FAST-VQA	SRCC0.849	54	4mo ago
CVD 2014 (test)	FasterVQA	SRCC0.896	44	4mo ago
LIVE-Qualcomm (test)	PVQ	SRCC0.8387	42	4mo ago
YouTube-UGC (test)	FasterVQA	SRCC0.863	41	2mo ago
CVD 2014	FastVQA	SROCC0.883	29	4mo ago
KVQ	KSVQE	SROCC0.867	24	2mo ago
SFV+HDR (test)	HDR-Q (full)	SROCC0.7251	23	4mo ago
LIVE-HDR (test)	HDR-Q (full)	SROCC0.9081	23	4mo ago
LIVE-VQC, KoNViD-1k, YouTube-UGC (Weighted Average)	FineVQ	SROCC0.905	23	4mo ago
YouTube-UGC 1080p		Inference Time (Sec) CPU1.2	23	4mo ago
Human-AGVQA	AIGV-Assessor	SRCC0.785	21	3mo ago
T2VQA	AIGV-Assessor	SRCC0.813	21	3mo ago
LBVD	qst	SRCC0.898	21	4mo ago
LIVE-YT-HFR (test)	GREED	SROCC0.8822	20	4mo ago
LIVE-Qualcomm	Li22	SROCC0.833	20	4mo ago
CSIQ-VQA (80/20 train-test)	GREED-VMAF	SROCC0.907	19	4mo ago
LIVE Livestream	qst (Ours)	SROCC0.802	18	4mo ago

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