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Models/Crafting-Shifts(ResNet18)

Crafting-Shifts(ResNet18)

Reported on 10 benchmarks across 5 tasks · 1 paper · 9 SOTA

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

Computer Vision10 results

SketchonMiniDomainNet
Accuracy· 2024-09-29
57.51
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
SketchonPACS
Accuracy· 2024-09-29
74.13
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Domain GeneralizationonPACS
Accuracy· 2024-09-29
70.37
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Domain GeneralizationonMiniDomainNet
Accuracy· 2024-09-29
57.35
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Sketch RecognitiononMiniDomainNet
Accuracy· 2024-09-29
57.51
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Sketch RecognitiononPACS
Accuracy· 2024-09-29
74.13
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Single-Source Domain GeneralizationonPACS
Accuracy· 2024-09-29
70.37
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Single-Source Domain GeneralizationonMiniDomainNet
Accuracy· 2024-09-29
57.35
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Domain GeneralizationonPACS
Accuracy· 2024-09-29
65.85
best: 70.37
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Single-Source Domain GeneralizationonPACS
Accuracy· 2024-09-29
65.85
best: 70.37
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774

Methodology3 results

Domain AdaptationonMiniDomainNet
Accuracy· 2024-09-29
57.35
SOTA
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Domain AdaptationonPACS
Accuracy· 2024-09-29
70.37
best: 88.09 (SSGEN)
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774
Domain AdaptationonPACS
Accuracy· 2024-09-29
65.85
best: 88.09 (SSGEN)
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization arXiv:2409.19774