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ResearchFormerly WizWand

Video Quality Assessment on LSVQ 1080p 1

79.5SROCCDOVER
53.560.256773.75Nov 9, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DOVERTraining Set=LSVQ_train, GFLOPS=282.3, CPU Time=9.7s, GPU Time=47ms2022.1179.583
FAST-VQATraining Set=LSVQ_train, GFLOPS=279.1, CPU Time=8.8s, GPU Time=45ms2022.1177.981.4
Li et al.Training Set=LSVQ_train, GFLOPS=112537, CPU Time=1567s, GPU Time=27.6s2022.1177.178.2
Patch-VQ (w/ patch)Training Set=LSVQ_train, GFLOPS=58501, CPU Time=539s, GPU Time=13.8s2022.1171.173.9
Patch-VQ (w/o patch)Training Set=LSVQ_train, GFLOPS=58501, CPU Time=539s, GPU Time=13.8s2022.1168.670.8
VSFATraining Set=LSVQ_train, GFLOPS=40919, CPU Time=466s, GPU Time=11.1s2022.1167.570.4
TLVQMTraining Set=LSVQ_train, CPU Time=248s2022.1158.961.6
VIDEVALTraining Set=LSVQ_train, CPU Time=895s2022.1154.555.4