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Benchmarks
Binary Sentiment Classification on ACL-IMDB (test)
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4.32
Error Rate
L_MIXED
4.0368
5.9484
7.86
9.7716
Sep 8, 2020
Error Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Error Rate
L_MIXED
training=semi-supervis...
2020.09
4.32
ULMFit
training=semi-supervised
2020.09
4.6
LSTM
training=semi-supervised
2020.09
5.91
oh-LSTM
training=semi-supervised
2020.09
5.94
L_ML
Training=Supervised
2020.09
6.43
SA-LSTM
training=semi-supervised
2020.09
7.24
oh-CNN
Training=Supervised
2020.09
7.67
CNN
Training=Supervised
2020.09
9.17
Linear Model (TFIDF + SVM)
Training=Supervised
2020.09
9.51
Vanilla LSTM
Training=Supervised
2020.09
10
FastText
Training=Supervised
2020.09
11.34
DocVec
Training=Supervised
2020.09
11.4
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