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Benchmarks
Data-free Quantization on CIFAR10
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93.49
Accuracy
Float32
85.1076
87.2838
89.46
91.6362
Sep 30, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Float32
Model=VGG19, Bit=W4A8
2023.09
93.49
NAYER
Model=VGG19, Bit=W4A8,...
2023.09
93.15
ZAQ
Model=VGG19, Bit=W4A8
2023.09
93.06
ZeroQ
Model=VGG19, Bit=W4A8
2023.09
92.69
DFQ
Model=VGG19, Bit=W4A8
2023.09
92.66
Float32
Model=MobileNetV2, Bit...
2023.09
92.39
NAYER
Model=MobileNetV2, Bit...
2023.09
92.23
ZAQ
Model=MobileNetV2, Bit...
2023.09
92.15
ZeroQ
Model=MobileNetV2, Bit...
2023.09
89.9
DFQ
Model=MobileNetV2, Bit...
2023.09
85.43
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