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5 months ago
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation
Junjie Li Zilei Wang Yuan Gao Xiaoming Hu
Abstract
Code Repositories
ljjcoder/ehtdi
Official
pytorch
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| domain-adaptation-on-gta5-to-cityscapes | EHTDI* | mIoU: 62.0 |
| image-to-image-translation-on-gtav-to | EHTDI* | mIoU: 62.0 |
| synthetic-to-real-translation-on-gtav-to | EHTDI(ResNet-101) | mIoU: 58.8 |
| synthetic-to-real-translation-on-gtav-to | EHTDI* | mIoU: 62.0 |
| synthetic-to-real-translation-on-synthia-to-1 | EHTDI | MIoU (13 classes): 64.6 MIoU (16 classes): 57.8 |
| synthetic-to-real-translation-on-synthia-to-1 | EHTDI* | MIoU (13 classes): 69.2 MIoU (16 classes): 61.3 |
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