Data Free Quantization on CIFAR-100
| Rank | Model | CIFAR-100 W4A4 Top-1 Accuracy | CIFAR-100 W5A5 Top-1 Accuracy | CIFAR-100 W6A6 Top-1 Accuracy | CIFAR-100 W8A8 Top-1 Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|
| 1 | ResNet-20 CIFAR-100 | 65.10 | 69.02 | – | – | Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples | iamkanghyunchoi/qimera · iamkanghyunchoi/ait | 2021 |
| 2 | ResNet-20 CIFAR-100 | 43.12 | 64.03 | 68.63 | 70.29 | Generative Low-bitwidth Data Free Quantization | xushoukai/GDFQ · iamkanghyunchoi/ait · ricky40403/GDFQ | 2020 |
| 3 | ResNet-20 CIFAR-100 | – | 67.94 | – | – | Zero-shot Adversarial Quantization | 2021 |