ADSI

Reported on 6 benchmarks across 2 tasks · 1 paper · 1 SOTA

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

Computer Vision3 results

Domain GeneralizationonCityscapes to ACDC
mIoU· 2025-04-09
70.21
SOTA
Domain Generalization through Attenuation of Domain-Specific Information arXiv:2504.06781
Domain GeneralizationonGTA-to-Avg(Cityscapes,BDD,Mapillary)
mIoU· 2025-04-09
65.57
best: 4489 (Self-adaptation (ResNet - 101))
Domain Generalization through Attenuation of Domain-Specific Information arXiv:2504.06781
Domain GeneralizationonGTA5-to-Cityscapes
mIoU· 2025-04-09
67.75
best: 68.88 (tqdm (EVA02-CLIP-L))
Domain Generalization through Attenuation of Domain-Specific Information arXiv:2504.06781

Methodology3 results

Domain AdaptationonGTA-to-Avg(Cityscapes,BDD,Mapillary)
mIoU· 2025-04-09
65.57
best: 4489 (Self-adaptation (ResNet - 101))
Domain Generalization through Attenuation of Domain-Specific Information arXiv:2504.06781
Domain AdaptationonGTA5-to-Cityscapes
mIoU· 2025-04-09
67.75
best: 74.4 (CLUDA+HRDA)
Domain Generalization through Attenuation of Domain-Specific Information arXiv:2504.06781
Domain AdaptationonCityscapes to ACDC
mIoU· 2025-04-09
70.21
best: 78.8 (SoRA)
Domain Generalization through Attenuation of Domain-Specific Information arXiv:2504.06781