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Benchmarks
Data-free Quantization on CIFAR100
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77.38
Accuracy
Float32
38.8688
48.8669
58.865
68.8631
Sep 30, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Float32
Model=Resnet18, Bit=W4A4
2023.09
77.38
NAYER
Model=Resnet18, Bit=W4...
2023.09
73.32
ZAQ
Model=Resnet18, Bit=W4A4
2023.09
72.67
ZeroQ
Model=Resnet18, Bit=W4A4
2023.09
70.25
Float32
Model=Resnet20, Bit=W5A5
2023.09
69.58
NAYER
Model=Resnet20, Bit=W5...
2023.09
68.23
ZAQ
Model=Resnet20, Bit=W5A5
2023.09
67.94
ZeroQ
Model=Resnet20, Bit=W5A5
2023.09
65.7
DFQ
Model=Resnet20, Bit=W5A5
2023.09
59.42
DFQ
Model=Resnet18, Bit=W4A4
2023.09
40.35
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