List your company
ResearchFormerly WizWand

Data-free Quantization on CIFAR10

93.49AccuracyFloat32
85.107687.283889.4691.6362Sep 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Float32Model=VGG19, Bit=W4A82023.0993.49
NAYERModel=VGG19, Bit=W4A8, E=3002023.0993.15
ZAQModel=VGG19, Bit=W4A82023.0993.06
ZeroQModel=VGG19, Bit=W4A82023.0992.69
DFQModel=VGG19, Bit=W4A82023.0992.66
Float32Model=MobileNetV2, Bit=W6A62023.0992.39
NAYERModel=MobileNetV2, Bit=W6A6, E=3002023.0992.23
ZAQModel=MobileNetV2, Bit=W6A62023.0992.15
ZeroQModel=MobileNetV2, Bit=W6A62023.0989.9
DFQModel=MobileNetV2, Bit=W6A62023.0985.43