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Benchmarks
Text Categorization on Elec (test)
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5.4
Error Rate
Adversarial + Virtual Adversarial
4.9596
7.9323
10.905
13.8777
Feb 7, 2016
Feb 25, 2016
Mar 14, 2016
Apr 1, 2016
Apr 19, 2016
May 7, 2016
May 25, 2016
Error Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Error Rate
Adversarial + Virtual Adversarial
2016.05
5.4
Adversarial + Virtual Adversarial
Backbone=bidirectional...
2016.05
5.45
Virtual Adversarial
2016.05
5.54
Virtual Adversarial
Backbone=bidirectional...
2016.05
5.55
One-hot bi-LSTM
pretrained embeddings=...
2016.05
5.55
Adversarial
2016.05
5.61
One-hot CNN
2016.05
5.87
oh-2LSTMp
Unlabeled data usage=2...
2016.02
6.08
Baseline
2016.05
6.24
One-hot CNN
pretrained embeddings=CNN
2016.05
6.27
oh-CNN
Unlabeled data usage=1...
2016.02
6.57
wv-2LSTMp
Unlabeled data usage=2...
2016.02
6.76
wv-LSTM
Unlabeled data usage=P...
2016.02
6.84
wv-2LSTMp
Unlabeled data usage=3...
2016.02
7.64
NBLM
description=Naive Baye...
2016.05
8.11
Transductive SVM
2016.05
16.41
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