CADA (ResNet18)

Reported on 3 benchmarks across 3 tasks

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
68.41
best: 70.37 (Crafting-Shifts(ResNet18))
Domain GeneralizationonPACS
Accuracy
56.65
best: 70.37 (Crafting-Shifts(ResNet18))
Single-Source Domain GeneralizationonPACS
Accuracy
68.41
best: 70.37 (Crafting-Shifts(ResNet18))
Single-Source Domain GeneralizationonPACS
Accuracy
56.65
best: 70.37 (Crafting-Shifts(ResNet18))

Methodology2 results

Domain AdaptationonPACS
Accuracy
68.41
best: 88.09 (SSGEN)
Domain AdaptationonPACS
Accuracy
56.65
best: 88.09 (SSGEN)