Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/SAMB

SAMB

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Methodology3 results

Domain AdaptationonDomainNet
Accuracy· 2022-12-06
49.8
best: 71.1 (SPM)
SOTA
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation arXiv:2212.02739
Domain AdaptationonVisDA2017
Accuracy· 2022-12-06
90.41
best: 93.8 (FFTAT)
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation arXiv:2212.02739
Domain AdaptationonOffice-Home
Accuracy· 2022-12-06
86.2
best: 92.3 (SWG)
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation arXiv:2212.02739

Other3 results

Unsupervised Domain AdaptationonDomainNet
Accuracy· 2022-12-06
49.8
best: 63.7 (PADCLIP)
SOTA
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation arXiv:2212.02739
Unsupervised Domain AdaptationonVisDA2017
Accuracy· 2022-12-06
90.41
best: 93.8 (FFTAT)
SOTA
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation arXiv:2212.02739
Unsupervised Domain AdaptationonOffice-Home
Accuracy· 2022-12-06
86.2
best: 91.4 (FFTAT)
SOTA
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation arXiv:2212.02739