ABA (ResNet18)

Reported on 3 benchmarks across 3 tasks · 1 paper

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· 2023-07-18
66.36
best: 70.37 (Crafting-Shifts(ResNet18))
Adversarial Bayesian Augmentation for Single-Source Domain Generalization arXiv:2307.09520
Domain GeneralizationonPACS
Accuracy· 2023-07-18
59.04
best: 70.37 (Crafting-Shifts(ResNet18))
Adversarial Bayesian Augmentation for Single-Source Domain Generalization arXiv:2307.09520
Single-Source Domain GeneralizationonPACS
Accuracy· 2023-07-18
66.36
best: 70.37 (Crafting-Shifts(ResNet18))
Adversarial Bayesian Augmentation for Single-Source Domain Generalization arXiv:2307.09520
Single-Source Domain GeneralizationonPACS
Accuracy· 2023-07-18
59.04
best: 70.37 (Crafting-Shifts(ResNet18))
Adversarial Bayesian Augmentation for Single-Source Domain Generalization arXiv:2307.09520

Methodology2 results

Domain AdaptationonPACS
Accuracy· 2023-07-18
66.36
best: 88.09 (SSGEN)
Adversarial Bayesian Augmentation for Single-Source Domain Generalization arXiv:2307.09520
Domain AdaptationonPACS
Accuracy· 2023-07-18
59.04
best: 88.09 (SSGEN)
Adversarial Bayesian Augmentation for Single-Source Domain Generalization arXiv:2307.09520