标签：论文 net 3.5 err 1.0 ble out res 4.4
| 网络 | 网络参数 | CIFAR10 | CIFAR100 | SVHN | 备注 |
|---|---|---|---|---|---|
| ResNet-110 | 1.7M | 6.61 | |||
| ResNet-110 | 1.7M | 6.41 | 27.22 | 2.01 | 黄高复现 |
| ResNet-164 | 1.7M | 25.16 | resNetv2提中提到的 | ||
| ResNetv2-164 | 1.7M | 5.46 | 24.33 | ||
| ResNetv2-1001 | 10.2M | 4.69 | 22.68 | ||
| FractalNet-20 with drop | 38.6M | 4.60 | 1.87 | ||
| FractalNet-40 | 22.9M | 22.49 | |||
| WRN-40-4 | 8.9M | 4.53 | 21.18 | ||
| WRN-16-8 | 11.0M | 4.27 | 20.43 | ||
| WRN-28-10 | 36.5M | 4.00 | 19.25 | ||
| WRN-28-10 dropout | 36.5M | 3.89 | 18.85 | ||
| WRN-16-4 dropout | 1.64 | ||||
| ResNeXt-29，8x64d | 34.4M | 3.65 | 17.77 | ||
| ResNeXt-29，16x64d | 68.1M | 3.58 | 17.31 | ||
| DenseNet-40（k=12） | 1.0M | 5.24 | 24.42 | 1.79 | |
| DenseNet-100（k=12） | 7.0M | 4.10 | 20.20 | 1.67 | |
| DenseNet-100（k=24） | 27.2M | 3.74 | 19.25 | 1.59 | |
| DenseNet-BC-100（k=12） | 0.8M | 4.51 | 22.27 | 1.76 | |
| DenseNet-BC-250（k=24） | 15.3M | 3.62 | 17.60 | 1.74 | |
| DenseNet-BC-190（k=40） | 25.6M | 3.46 | 17.18 |
标签：论文 net 3.5 err 1.0 ble out res 4.4
原文地址：https://www.cnblogs.com/liaohuiqiang/p/9692888.html
