Road Marking Segmentation on ApolloScape (test)
46.6mIoUResNet-101
Evaluation results
| Method | Links | |
|---|---|---|
| ResNet-101Type=Teacher2020.04 | 46.6 | |
| ERFNet-IntRA-KDType=Teacher-student distillation2020.04 | 43.2 | |
| UNet-ResNet-34Type=Baseline2020.04 | 42.4 | |
| Wide ResNet-38Type=Baseline2020.04 | 42.2 | |
| ERFNet-BiFPNType=Teacher-student distillation2020.04 | 41.6 | |
| ResNet-50Type=Baseline2020.04 | 41.3 | |
| ERFNet-IRGType=Teacher-student distillation2020.04 | 41 | |
| ERFNet-SADType=Self distillation2020.04 | 40.9 | |
| ERFNet-SKDType=Teacher-student distillation2020.04 | 40.9 | |
| ERFNet-DKSType=Self distillation2020.04 | 40.8 | |
| ERFNet-KDType=Teacher-student distillation2020.04 | 40.7 | |
| ERFNet-PS-NType=Teacher-student distillation2020.04 | 40.6 | |
| ERFNetType=Student2020.04 | 40.4 | |
| ENetType=Baseline2020.04 | 39.8 |