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Papers Benchmarks Datasets Tasks

Video Quality Assessment research benchmarks – Page 4 · SOTA2 Research

Video Quality Assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

8-sec Videos 1080P

35FLOPs (G)

9

Feb 26, 2026

8-sec Videos 720P

35FLOPs (G)

9

Feb 26, 2026

LIVE-VQC cross-dataset official

0.823SRCC

9

Feb 26, 2026

KoNViD-1k cross-dataset 1.0

0.859SRCC

9

Feb 26, 2026

LSVQ 1080p high resolution (test)

0.779SRCC

9

Feb 26, 2026

LSVQ official (test)

0.876SRCC

9

Feb 26, 2026

KonVid-1k (100 splits)

0.775SROCC

9

Feb 26, 2026

10 videos (240 frames each) 1080p (test)

5.07Inference Time (s)

8

Feb 26, 2026

0.78SRCC

8

Feb 26, 2026

79.5SROCC

8

Feb 26, 2026

0.888SROCC

8

Feb 26, 2026

LIVE-mobile (80/20 train-test)

0.904SROCC

8

Feb 26, 2026

LIVE-VQA 80-20 (train-test)

0.83SROCC

8

Feb 26, 2026

0.77SROCC

8

Feb 26, 2026

LSVQ 1080p (3.5k) (test)

0.772SRCC

7

Feb 26, 2026

LSVQ 7.4k (test)

0.852SRCC

7

Feb 26, 2026

Weighted average Symmetric Condition (test)

0.911SRCC

6

Jul 7, 2026

Internal dataset Symmetric Condition (test)

0.909SRCC

6

Jul 7, 2026

Sport-ROI Symmetric Condition (test)

97.2SRCC

6

Jul 7, 2026

Sport-ROI asymmetric condition QoMEX 2026 Grand Challenge (test)

CompressedVQA-AEV-FR

0.877SRCC

6

Jul 7, 2026

QoMEX Grand Challenge Overall 2025

0.875SRCC

6

Jul 7, 2026

QoMEX Grand Challenge Symmetric 2025

0.911SRCC

6

Jul 7, 2026

QoMEX Grand Challenge Asymmetric 2025

CompressedVQA-AEV-FR

0.877SRCC

6

Jul 7, 2026

VBench 6 (test)

94.72Subject Consistency

6

Jun 11, 2026

CompressedVQA Wan2.1 1.3B

3.93Score (Single-scale)

6

Feb 26, 2026

Page 4 of 5

Popular datasets

LSVQ KonVid LIVE VQC YouTube-UGC HDR-VDC

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