Sentiment Analysis on Amazon Review Full

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	BERT large	65.83	No	Unsupervised Data Augmentation for Consistency T...	2019-04-29	Code
2	DPCNN	65.19	No	-	-	Code
3	DRNN	64.43	No	-	-	-
4	BERT large finetune UDA	62.88	No	Unsupervised Data Augmentation for Consistency T...	2019-04-29	Code
5	EXAM	61.9	No	Explicit Interaction Model towards Text Classifi...	2018-11-23	Code
6	SRNN	61.65	No	Sliced Recurrent Neural Networks	2018-07-06	Code
7	CCCapsNet	60.95	No	Compositional Coding Capsule Network with K-Mean...	2018-10-22	Code
8	FastText	60.2	No	Bag of Tricks for Efficient Text Classification	2016-07-06	Code
9	Gumbel+bi-leaf-RNN	49.7	No	On Tree-Based Neural Sentence Modeling	2018-08-29	Code

#1BERT largeSOTA
65.83
Accuracy· 2019-04-29
Unsupervised Data Augmentation for Consistency Training Code
#2DPCNN
65.19
Accuracy
No paperCode
#3DRNN
64.43
Accuracy
No paper
#4BERT large finetune UDA
62.88
Accuracy· 2019-04-29
Unsupervised Data Augmentation for Consistency Training Code
#5EXAMSOTA
61.9
Accuracy· 2018-11-23
Explicit Interaction Model towards Text Classification Code
#6SRNNSOTA
61.65
Accuracy· 2018-07-06
Sliced Recurrent Neural Networks Code
#7CCCapsNet
60.95
Accuracy· 2018-10-22
Compositional Coding Capsule Network with K-Means Routing for Text Classification Code
#8FastTextSOTA
60.2
Accuracy· 2016-07-06
Bag of Tricks for Efficient Text Classification Code
#9Gumbel+bi-leaf-RNN
49.7
Accuracy· 2018-08-29
On Tree-Based Neural Sentence Modeling Code