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Benchmarks
Text Classification on Yelp 2
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98.45
Accuracy
XLNet
77.286
82.7805
88.275
93.7695
Sep 14, 2019
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
XLNet
unsupervised pre-train...
2019.09
98.45
BERT
unsupervised pre-train...
2019.09
98.11
DPCNN
Param=>3M, unsupervise...
2019.09
97.36
DenseCNN
Param=>4M
2019.09
96
FastText
Param=Linear
2019.09
95.7
SmallCNN+TFILM
Param=<1.5M
2019.09
95.6
VDCNN
Param=>5M
2019.09
95.4
CharCNN
2019.09
94.6
Self-Attention
2019.09
93.5
CNN
2019.09
93.5
LSTM
2019.09
92.6
SmallCNN
Param=<1.5M
2019.09
78.1
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