MS-SSIM

Reported on 32 benchmarks across 5 tasks

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision26 results

Video UnderstandingonMSU SR-QA Dataset
KLCC
0.07821
best: 0.69774 (ClipIQA+)
Video UnderstandingonMSU SR-QA Dataset
PLCC
0.16035
best: 0.75743 (PieAPP)
Video UnderstandingonMSU SR-QA Dataset
SROCC
0.11017
best: 0.75215 (PieAPP)
Video UnderstandingonMSU FR VQA Database
KLCC
0.7625
best: 0.809 (VMAF Y (v061))
Video UnderstandingonMSU FR VQA Database
PLCC
0.9375
best: 0.952 (VMAF Y (v061))
Video UnderstandingonMSU FR VQA Database
SRCC
0.9026
best: 0.942 (VMAF Y (v061))
Image Quality AssessmentonDRIQ
PLCC
0.7058
best: 0.8702 (MDSI)
Image Quality AssessmentonDRIQ
SRCC
0.6692
best: 0.8508 (MDSI)
Image Quality AssessmentonKADID10K
SRCC
0.802
best: 0.8853 (MDSI)
Image Quality AssessmentonTID2008
PLCC
0.8541
best: 0.916 (MDSI)
Image Quality AssessmentonTID2008
SRCC
0.8542
best: 0.9208 (MDSI)
Image Quality AssessmentonESPL
PLCC
0.7322
best: 0.8802 (MDSI)
Image Quality AssessmentonESPL
SRCC
0.7247
best: 0.8806 (MDSI)
VideoonMSU SR-QA Dataset
KLCC
0.07821
best: 0.69774 (ClipIQA+)
VideoonMSU SR-QA Dataset
PLCC
0.16035
best: 0.75743 (PieAPP)
VideoonMSU SR-QA Dataset
SROCC
0.11017
best: 0.75215 (PieAPP)
VideoonMSU FR VQA Database
KLCC
0.7625
best: 0.809 (VMAF Y (v061))
VideoonMSU FR VQA Database
PLCC
0.9375
best: 0.952 (VMAF Y (v061))
VideoonMSU FR VQA Database
SRCC
0.9026
best: 0.942 (VMAF Y (v061))
Full reference image quality assessmentonDRIQ
PLCC
0.7058
best: 0.8702 (MDSI)
Full reference image quality assessmentonDRIQ
SRCC
0.6692
best: 0.8508 (MDSI)
Full reference image quality assessmentonKADID10K
SRCC
0.802
best: 0.8853 (MDSI)
Full reference image quality assessmentonTID2008
PLCC
0.8541
best: 0.916 (MDSI)
Full reference image quality assessmentonTID2008
SRCC
0.8542
best: 0.9208 (MDSI)
Full reference image quality assessmentonESPL
PLCC
0.7322
best: 0.8802 (MDSI)
Full reference image quality assessmentonESPL
SRCC
0.7247
best: 0.8806 (MDSI)

Time Series6 results

Video Quality AssessmentonMSU SR-QA Dataset
KLCC
0.07821
best: 0.69774 (ClipIQA+)
Video Quality AssessmentonMSU SR-QA Dataset
PLCC
0.16035
best: 0.75743 (PieAPP)
Video Quality AssessmentonMSU SR-QA Dataset
SROCC
0.11017
best: 0.75215 (PieAPP)
Video Quality AssessmentonMSU FR VQA Database
KLCC
0.7625
best: 0.809 (VMAF Y (v061))
Video Quality AssessmentonMSU FR VQA Database
PLCC
0.9375
best: 0.952 (VMAF Y (v061))
Video Quality AssessmentonMSU FR VQA Database
SRCC
0.9026
best: 0.942 (VMAF Y (v061))