CoVi

Reported on 5 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Methodology4 results

Domain AdaptationonVisDA2017
Accuracy· 2021-11-26
88.5
best: 93.8 (FFTAT)
SOTA
Contrastive Vicinal Space for Unsupervised Domain Adaptation arXiv:2111.13353
Domain AdaptationonOffice-31
Average Accuracy· 2021-11-26
91.8
best: 96 (FFTAT)
Contrastive Vicinal Space for Unsupervised Domain Adaptation arXiv:2111.13353
Domain AdaptationonOffice-Home
Accuracy· 2021-11-26
73.1
best: 92.3 (SWG)
Contrastive Vicinal Space for Unsupervised Domain Adaptation arXiv:2111.13353
Domain AdaptationonPACS
Average Accuracy· 2021-11-26
93.52
best: 99 (SIMPLE+)
Contrastive Vicinal Space for Unsupervised Domain Adaptation arXiv:2111.13353

Other1 result

Unsupervised Domain AdaptationonPACS
Average Accuracy· 2021-11-26
93.52
SOTA
Contrastive Vicinal Space for Unsupervised Domain Adaptation arXiv:2111.13353