Paper | Code | CIFAR-10 W4A4 Top-1 Accuracy | CIFAR-10 W5A5 Top-1 Accuracy | CIFAR-10 W6A6 Top-1 Accuracy | CIFAR-10 W8A8 Top-1 Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples | ✓ Link | 91.26 | 93.46 | ResNet-20 CIFAR-10 | 2021-11-04 | ||
Generative Low-bitwidth Data Free Quantization | ✓ Link | 85.20 | 92.39 | 93.38 | 93.92 | ResNet-20 CIFAR-10 | 2020-03-07 |
ZeroQ: A Novel Zero Shot Quantization Framework | ✓ Link | 93.94 | ResNet-20 CIFAR10 | 2020-01-01 |