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LIVE

Benchmarks

Task NameDataset NameSOTA ResultTrend
JPEG artifact reductionLIVE1
PSNR34.78
121
Image Quality AssessmentLIVE
SRC0.982
96
JPEG image artifacts removalLIVE1
PSNR34.7
92
No-Reference Image Quality AssessmentLIVE
SROCC0.987
83
Image DenoisingLIVE1
PSNR34.25
61
Image Quality AssessmentLIVE-Wild
PLCC0.909
47
Full-Reference Image Quality AssessmentLIVE
PLCC0.989
45
Image Quality EstimationLIVE (test)
PCC0.983
43
Image DenoisingLIVE1 (test)
PSNR29.4
33
Image Quality AssessmentLIVE original (test)
PLCC0.988
31
No-Reference Image Quality AssessmentLIVE 80/20 split
PLCC0.971
26
Blind Image Quality AssessmentLIVE
SRCC0.978
20
Color JPEG Image RestorationLIVE1 (test)
PSNR32.34
20
Full-Reference Image Quality AssessmentLIVE (test)
PLCC0.989
18
No-Reference Image Quality AssessmentLIVE-Challenge
SROCC0.647
17
Image Quality AssessmentLIVE (full)
PLCC0.949
17
JPEG Image Artifacts RemovalLIVE1 (test)
Run time (s)0.009
15
Blind Image Quality AssessmentLIVE 14 (test)
SRCC0.968
12
Image Quality AssessmentLIVE (Synthetic)
SRCC0.972
11
Blind Image Quality AssessmentLIVE (test)
SRCC0.97
11
No-Reference Image Quality AssessmentLIVE-itW
SROCC0.825
11
Blind Video Quality AssessmentLIVE-YT-HFR
SRCC0.798
10
Image Quality AssessmentLIVE color
SROCC0.9683
10
Image Quality AssessmentLIVE grayscale
SROCC0.969
10
Image Deepfake DetectionLIVE
Accuracy91.74
9
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