XDED (ResNet18)

Reported on 5 benchmarks across 5 tasks · 1 paper · 2 SOTA

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

Computer Vision4 results

Domain GeneralizationonPACS
Accuracy· 2022-11-25
66.5
best: 70.37 (Crafting-Shifts(ResNet18))
SOTA
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058
Single-Source Domain GeneralizationonPACS
Accuracy· 2022-11-25
66.5
best: 70.37 (Crafting-Shifts(ResNet18))
SOTA
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058
SketchonPACS
Accuracy· 2022-11-25
51.5
best: 74.13 (Crafting-Shifts(ResNet18))
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058
Sketch RecognitiononPACS
Accuracy· 2022-11-25
51.5
best: 74.13 (Crafting-Shifts(ResNet18))
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058

Methodology1 result

Domain AdaptationonPACS
Accuracy· 2022-11-25
66.5
best: 88.09 (SSGEN)
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058