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ResearchFormerly WizWand

Video Quality Assessment on LSVQ original (test)

0.876SRCCFAST-VQA
0.556720.639610.72250.80539Oct 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FAST-VQAGroup=Ours, Accuracy, relative_FLOPs=1x2022.100.8760.877
FasterVQAGroup=Ours, Accuracy, relative_FLOPs=0.25x2022.100.8730.874
FasterVQA-MTGroup=Ours, higher efficiency, relative_FLOPs=0.125x, AMI=true2022.100.860.861
BVQA-TCSVT-2022Type=Existing Fixed Deep, relative_FLOPs=403x2022.100.8520.854
FAST-VQA-MGroup=Ours, higher efficiency, relative_FLOPs=0.165x2022.100.8520.854
FasterVQA-MSGroup=Ours, higher efficiency, relative_FLOPs=0.130x, AMI=true2022.100.8460.85
Full-res Swin-T feat., 32 x 4 framesrelative_FLOPs=42.5x2022.100.8350.833
PVQ w/patchType=Existing Fixed Deep, relative_FLOPs=210x2022.100.8270.828
PVQ wo/patchType=Existing Fixed Deep, relative_FLOPs=210x2022.100.8140.816
VSFAType=Existing Fixed Deep, relative_FLOPs=147x2022.100.8010.796
VIDEVALType=Existing Classical, relative_FLOPs=NA2022.100.7940.783
TLVQMType=Existing Classical, relative_FLOPs=NA2022.100.7720.774
BRISQUEType=Existing Classical, relative_FLOPs=NA2022.100.5690.576