BA^3US

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

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

Methodology4 results

Domain AdaptationonOffice-31
Accuracy (%)· 2020-03-05
97.8
best: 98.38 (SLM)
SOTA
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation arXiv:2003.02541
Domain AdaptationonImageNet-Caltech
Accuracy (%)· 2020-03-05
83.7
best: 84.69 (AR)
SOTA
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation arXiv:2003.02541
Domain AdaptationonDomainNet
Accuracy (%)· 2020-03-05
60.63
best: 65.76 (AR)
SOTA
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation arXiv:2003.02541
Domain AdaptationonOffice-Home
Accuracy (%)· 2020-03-05
76
best: 80.2 (EvoADA)
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation arXiv:2003.02541