Paper | Code | CIFAR-100 W4A4 Top-1 Accuracy | CIFAR-100 W5A5 Top-1 Accuracy | CIFAR-100 W6A6 Top-1 Accuracy | CIFAR-100 W8A8 Top-1 Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples | ✓ Link | 65.10 | 69.02 | ResNet-20 CIFAR-100 | 2021-11-04 | ||
Generative Low-bitwidth Data Free Quantization | ✓ Link | 43.12 | 64.03 | 68.63 | 70.29 | ResNet-20 CIFAR-100 | 2020-03-07 |
Zero-shot Adversarial Quantization | 67.94 | ResNet-20 CIFAR-100 | 2021-03-29 |