VFAE

Reported on 5 benchmarks across 1 task · 1 paper · 5 SOTA

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

Natural Language Processing5 results

Sentiment AnalysisonMulti-Domain Sentiment Dataset
Average· 2015-11-03
78.36
best: 91.74 (UDALM: Unsupervised Domain Adaptation through Language Modeling)
SOTA
The Variational Fair Autoencoder arXiv:1511.00830
Sentiment AnalysisonMulti-Domain Sentiment Dataset
Books· 2015-11-03
73.4
best: 90.63 (UDALM: Unsupervised Domain Adaptation through Language Modeling)
SOTA
The Variational Fair Autoencoder arXiv:1511.00830
Sentiment AnalysisonMulti-Domain Sentiment Dataset
DVD· 2015-11-03
76.57
best: 89.78 (UDALM: Unsupervised Domain Adaptation through Language Modeling)
SOTA
The Variational Fair Autoencoder arXiv:1511.00830
Sentiment AnalysisonMulti-Domain Sentiment Dataset
Electronics· 2015-11-03
80.53
best: 8506 (Distributional Correspondence Indexing)
SOTA
The Variational Fair Autoencoder arXiv:1511.00830
Sentiment AnalysisonMulti-Domain Sentiment Dataset
Kitchen· 2015-11-03
82.93
best: 93.77 (UDALM: Unsupervised Domain Adaptation through Language Modeling)
SOTA
The Variational Fair Autoencoder arXiv:1511.00830