Train and test various CNN model on TinyImageNet
All model train 120 epochs with 64 input size and 128 batch size. The initial learning rate is 0.1. Metric is Top-1 accuray.
| Model | Top-1 | Parameters |
|---|---|---|
| ResNet18 | ||
| ResNet50 | ||
| ResNet101 | ||
| ResNext18 | ||
| ResNext50 | ||
| ResNext101 | ||
| Res2Net18 | ||
| Res2Net50 | ||
| Res2Net101 | ||
| EfficientNet |