SagNet (ResNet18)

Reported on 5 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Computer Vision4 results

SketchonPACS
Accuracy· 2019-10-25
40.7
best: 74.13 (Crafting-Shifts(ResNet18))
SOTA
Reducing Domain Gap by Reducing Style Bias arXiv:1910.11645
Domain GeneralizationonPACS
Accuracy· 2019-10-25
61.9
best: 70.37 (Crafting-Shifts(ResNet18))
SOTA
Reducing Domain Gap by Reducing Style Bias arXiv:1910.11645
Sketch RecognitiononPACS
Accuracy· 2019-10-25
40.7
best: 74.13 (Crafting-Shifts(ResNet18))
SOTA
Reducing Domain Gap by Reducing Style Bias arXiv:1910.11645
Single-Source Domain GeneralizationonPACS
Accuracy· 2019-10-25
61.9
best: 70.37 (Crafting-Shifts(ResNet18))
SOTA
Reducing Domain Gap by Reducing Style Bias arXiv:1910.11645

Methodology1 result

Domain AdaptationonPACS
Accuracy· 2019-10-25
61.9
best: 88.09 (SSGEN)
SOTA
Reducing Domain Gap by Reducing Style Bias arXiv:1910.11645