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5 months ago
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation
Qi Bi Shaodi You Theo Gevers
Abstract
Code Repositories
BiQiWHU/CMFormer
Official
pytorch
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| domain-adaptation-on-cityscapes-to-acdc | CMFormer | mIoU: 60.1 |
| domain-generalization-on-gta-to-avg | CMFormer | mIoU: 51.10 |
| domain-generalization-on-gta5-to-cityscapes | CMFormer | mIoU: 55.31 |
| semantic-segmentation-on-gtav-to-cityscapes-1 | CMFormer | mIoU: 55.3 |
| source-free-domain-adaptation-on-cityscapes | CMFormer | mIoU: 60.1 |
| synthetic-to-real-translation-on-gtav-to | CMFormer | mIoU: 59.7 |
| synthetic-to-real-translation-on-synthia-to-2 | CMFormer | mIOU: 44.6 |
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