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Models/MCL (ResNet18)

MCL (ResNet18)

Reported on 3 benchmarks across 3 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· 2023-04-07
69.86
best: 70.37 (Crafting-Shifts(ResNet18))
SOTA
Meta-causal Learning for Single Domain Generalization arXiv:2304.03709
Single-Source Domain GeneralizationonPACS
Accuracy· 2023-04-07
69.86
best: 70.37 (Crafting-Shifts(ResNet18))
SOTA
Meta-causal Learning for Single Domain Generalization arXiv:2304.03709
Domain GeneralizationonPACS
Accuracy· 2023-04-07
59.6
best: 70.37 (Crafting-Shifts(ResNet18))
Meta-causal Learning for Single Domain Generalization arXiv:2304.03709
Single-Source Domain GeneralizationonPACS
Accuracy· 2023-04-07
59.6
best: 70.37 (Crafting-Shifts(ResNet18))
Meta-causal Learning for Single Domain Generalization arXiv:2304.03709

Methodology2 results

Domain AdaptationonPACS
Accuracy· 2023-04-07
69.86
best: 88.09 (SSGEN)
Meta-causal Learning for Single Domain Generalization arXiv:2304.03709
Domain AdaptationonPACS
Accuracy· 2023-04-07
59.6
best: 88.09 (SSGEN)
Meta-causal Learning for Single Domain Generalization arXiv:2304.03709