CDTrans

Reported on 4 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Methodology3 results

Domain AdaptationonOffice-31
Average Accuracy· 2021-09-13
92.6
best: 96 (FFTAT)
SOTA
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation arXiv:2109.06165
Domain AdaptationonVisDA2017
Accuracy· 2021-09-13
88.4
best: 93.8 (FFTAT)
SOTA
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation arXiv:2109.06165
Domain AdaptationonOffice-Home
Accuracy· 2021-09-13
80.5
best: 92.3 (SWG)
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation arXiv:2109.06165

Other1 result

Unsupervised Domain AdaptationonOffice-Home
Accuracy· 2021-09-13
80.5
best: 91.4 (FFTAT)
SOTA
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation arXiv:2109.06165