Research Article
Semantic Segmentation Algorithm Based on Attention Mechanism and Transfer Learning
Table 3
The comparison of the target domain MIoU.
| | Model | Cityscapes migrated dataset (%) | Surv-Cityscapes migrated dataset (%) | Virt-Cityscapes migrated dataset (%) |
| | FCN | 53.20 | 17.50 | 21.10 | | FCN-CSE | 54.70 | 17.80 | 22.80 | | FCN-CSD | 55.10 | 17.90 | 23.40 | | RoadNet | 58.60 | 23.40 | 24.10 | | RoadNet-CSE | 59.60 | 23.60 | 26.30 | | RoadNet-CSD | 60.20 | 23.60 | 26.90 |
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