DAFormer+CSI

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology2 results

Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2024-08-05
61.4
best: 78.1 (HALO)
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs arXiv:2408.02261
Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU (19 classes)· 2024-08-05
60
best: 67.4 (MIC+CSI)
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs arXiv:2408.02261

Other2 results

Unsupervised Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2024-08-05
61.4
best: 69.3 (DCF)
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs arXiv:2408.02261
Unsupervised Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU (19 classes)· 2024-08-05
60
best: 67.4 (MIC+CSI)
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs arXiv:2408.02261