Sentiment Analysis on Multi-Domain Sentiment Dataset

Metric: Electronics (higher is better)

LeaderboardDataset

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#	Model↕	Electronics▼	Extra Data	Paper	Date↕	Code
1	Distributional Correspondence Indexing	8506	No	Revisiting Distributional Correspondence Indexin...	2018-10-19	Code
2	UDALM: Unsupervised Domain Adaptation through Language Modeling	92.78	No	UDALM: Unsupervised Domain Adaptation through La...	2021-04-14	Code
3	Multi-task tri-training	81.45	No	Strong Baselines for Neural Semi-supervised Lear...	2018-04-25	Code
4	VFAE	80.53	No	The Variational Fair Autoencoder	2015-11-03	Code
5	Asymmetric tri-training	80.47	No	Asymmetric Tri-training for Unsupervised Domain ...	2017-02-27	Code
6	DANN	77.67	No	Domain-Adversarial Training of Neural Networks	2015-05-28	Code

#1Distributional Correspondence IndexingSOTA
8506
Electronics· 2018-10-19
Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments Code
#2UDALM: Unsupervised Domain Adaptation through Language Modeling
92.78
Electronics· 2021-04-14
UDALM: Unsupervised Domain Adaptation through Language Modeling Code
#3Multi-task tri-trainingSOTA
81.45
Electronics· 2018-04-25
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Code
#4VFAESOTA
80.53
Electronics· 2015-11-03
The Variational Fair Autoencoder Code
#5Asymmetric tri-training
80.47
Electronics· 2017-02-27
Asymmetric Tri-training for Unsupervised Domain Adaptation Code
#6DANNSOTA
77.67
Electronics· 2015-05-28
Domain-Adversarial Training of Neural Networks Code