No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency

Benchmark Model Rank Results
no-reference-image-quality-assessment-onTReS#3SRCC: 0.863PLCC: 0.883
no-reference-image-quality-assessment-on-1TReS#5SRCC: 0.859PLCC: 0.858
no-reference-image-quality-assessment-on-csiqTReS#7SRCC: 0.922PLCC: 0.942
video-quality-assessment-on-msu-sr-qa-datasetTReS trained on KONIQ#15SROCC: 0.62578PLCC: 0.56226KLCC: 0.49004Type: NR
video-quality-assessment-on-msu-sr-qa-datasetTReS#16SROCC: 0.62496PLCC: 0.56277KLCC: 0.48901Type: NR
video-quality-assessment-on-msu-sr-qa-datasetTReS trained on FLIVE#36SROCC: 0.48882PLCC: 0.50005KLCC: 0.39398Type: NR