| Model | Scratch | VGG16 | ResNet18 | ResNet50 | ResNet101 | ResNet152 | DenseNet121 | DenseNet169 |
|---|---|---|---|---|---|---|---|---|
| FCN32s | ✘ | ✓ | ||||||
| FCN16s | ✓ | |||||||
| FCN8s | ✓ | |||||||
| FCNv2 | ✓ | ✓ | ✓ | |||||
| PSPNet | ✓ | ✓ | ✓ | |||||
| DeepLabv3 | ✓ | ✓ | ✓ | |||||
| DenseASPP | ✓ | ✓ | ||||||
| DANet | ✓ | ✓ | ✓ | |||||
| BiSeNet | ✓ | |||||||
| EncNet | ✓ | ✓ | ✓ | |||||
| ICNet | ✓ | ✓ | ✓ | |||||
| DUNet | ✓ | ✓ | ✓ | |||||
| ENet | ✓ | |||||||
| OCNet | ✓ | ✓ | ✓ | |||||
| CCNet | ✓ | ✓ | ✓ | |||||
| PSANet | ✓ | ✓ | ✓ | |||||
| CGNet | ✓ | |||||||
| ESPNet | ✓ | |||||||
| LEDNet | ✓ | |||||||
| DFANet | ✓ |