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SOTA Blind Image Quality Assessment benchmarks and papers with code | Wizwand
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Blind Image Quality Assessment
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
FLIVE
MUSIQ
SRCC
0.646
86
4d ago
LIVEC
DEFNet
SRCC
0.918
65
4d ago
CLIVE
QPT-ResNet50
SRCC
0.8947
48
4d ago
BID
DEFNet
SRCC
0.91
46
4d ago
AGIQA (test)
Q-Insight-Score
PLCC
0.816
34
4d ago
LIVE-W (test)
DeQA
PLCC
0.892
34
4d ago
KonIQ-10k
DEFNet
SRCC
0.92
31
4d ago
CLIVE (test)
LIQE
SRCC
0.904
26
4d ago
KonIQ-10k (test)
LIQE
SRCC
0.919
23
4d ago
LIVE
DEFNet
SRCC
0.978
20
4d ago
LIVE Challenge
WaDIQaM
SRCC
0.733
20
4d ago
BID (test)
LIQE
SRCC
0.875
17
4d ago
KonIQ
DR.Experts
SRCC
0.941
15
4d ago
KonIQ-10k 1.0 (test)
KonCept512
SROCC
0.921
15
4d ago
LIVE-itW (entire)
KonCept512
SROCC
0.825
13
4d ago
LIVE 14 (test)
DB-CNN
SRCC
0.968
12
4d ago
PIQ Details 1.0 (test)
DN-PIQA
SRCC
0.86
11
4d ago
PIQ Exposure 1.0 (test)
LIQE
SRCC
0.85
11
4d ago
PIQ Overall 1.0 (test)
DN-PIQA
SRCC
0.85
11
4d ago
LIVE (test)
LIQE
SRCC
0.97
11
4d ago
LIVE Challenge 13 (test)
DB-CNN
SRCC
0.851
11
4d ago
Deep Portrait Quality Assessment 6 (challenge test)
RQ-Net
Median Correlation (SRCC/PLCC/KRCC)
0.517
10
4d ago
PIQ23 5 (test)
PQE
Median Correlation
0.811
10
4d ago
LIVE MD 36 (test)
DB-CNN
SRCC
0.927
9
4d ago
CSIQ 35 (test)
DB-CNN
SRCC
0.946
9
4d ago
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