Crafting-Shifts(AlexNet)

Reported on 5 benchmarks across 5 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

SketchonPACS
Accuracy· 2024-09-29
68.5
best: 74.13 (Crafting-Shifts(ResNet18))
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Domain GeneralizationonPACS
Accuracy· 2024-09-29
60.97
best: 70.37 (Crafting-Shifts(ResNet18))
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Sketch RecognitiononPACS
Accuracy· 2024-09-29
68.5
best: 74.13 (Crafting-Shifts(ResNet18))
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Single-Source Domain GeneralizationonPACS
Accuracy· 2024-09-29
60.97
best: 70.37 (Crafting-Shifts(ResNet18))
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774

Methodology1 result

Domain AdaptationonPACS
Accuracy· 2024-09-29
60.97
best: 88.09 (SSGEN)
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774