Sentiment Analysis on Amazon Review Polarity

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	BERT large	97.37	No	Unsupervised Data Augmentation for Consistency T...	2019-04-29	Code
2	DPCNN	96.68	No	-	-	Code
3	BERT large finetune UDA	96.5	No	Unsupervised Data Augmentation for Consistency T...	2019-04-29	Code
4	DRNN	96.49	No	-	-	-
5	EXAM	95.5	No	Explicit Interaction Model towards Text Classifi...	2018-11-23	Code
6	SRNN	95.26	No	Sliced Recurrent Neural Networks	2018-07-06	Code
7	CCCapsNet	94.96	No	Compositional Coding Capsule Network with K-Mean...	2018-10-22	Code
8	FastText	94.6	No	Bag of Tricks for Efficient Text Classification	2016-07-06	Code
9	Gumbel+bi-leaf-RNN	88.1	No	On Tree-Based Neural Sentence Modeling	2018-08-29	Code

#1BERT largeSOTA
97.37
Accuracy· 2019-04-29
Unsupervised Data Augmentation for Consistency Training Code
#2DPCNN
96.68
Accuracy
No paperCode
#3BERT large finetune UDA
96.5
Accuracy· 2019-04-29
Unsupervised Data Augmentation for Consistency Training Code
#4DRNN
96.49
Accuracy
No paper
#5EXAMSOTA
95.5
Accuracy· 2018-11-23
Explicit Interaction Model towards Text Classification Code
#6SRNNSOTA
95.26
Accuracy· 2018-07-06
Sliced Recurrent Neural Networks Code
#7CCCapsNet
94.96
Accuracy· 2018-10-22
Compositional Coding Capsule Network with K-Means Routing for Text Classification Code
#8FastTextSOTA
94.6
Accuracy· 2016-07-06
Bag of Tricks for Efficient Text Classification Code
#9Gumbel+bi-leaf-RNN
88.1
Accuracy· 2018-08-29
On Tree-Based Neural Sentence Modeling Code