Text Classification on Yelp 2
98.45AccuracyXLNet
Evaluation Results
| Method | Links | |
|---|---|---|
| XLNetunsupervised pre-training=true2019.09 | 98.45 | |
| BERTunsupervised pre-training=true2019.09 | 98.11 | |
| DPCNNParam=>3M, unsupervised pre-training=true2019.09 | 97.36 | |
| DenseCNNParam=>4M2019.09 | 96 | |
| FastTextParam=Linear2019.09 | 95.7 | |
| SmallCNN+TFILMParam=<1.5M2019.09 | 95.6 | |
| VDCNNParam=>5M2019.09 | 95.4 | |
| CharCNN2019.09 | 94.6 | |
| Self-Attention2019.09 | 93.5 | |
| CNN2019.09 | 93.5 | |
| LSTM2019.09 | 92.6 | |
| SmallCNNParam=<1.5M2019.09 | 78.1 |