Fishr(ResNet-50,DomainBed)

Reported on 2 benchmarks across 2 tasks · 1 paper

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

Methodology1 result

Domain AdaptationonPACS
Average Accuracy· 2021-09-07
86.9
best: 99 (SIMPLE+)
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization arXiv:2109.02934

Computer Vision1 result

Domain GeneralizationonPACS
Average Accuracy· 2021-09-07
86.9
best: 99 (SIMPLE+)
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization arXiv:2109.02934