Text Classification on Yelp-F (test)
72.95AccuracyXLNet
Evaluation results
| Method | Links | |
|---|---|---|
| XLNetfine-tuning=true2018.10 | 72.95 | |
| BERT-Largefine-tuning=true2018.10 | 70.68 | |
| ULMFiTfine-tuning=true2018.10 | 70.02 | |
| BERT-FiTfine-tuning=true2018.10 | 69.94 | |
| HDGCN2021.06 | 69.6 | |
| DPCNNfine-tuning=true2018.10 | 69.42 | |
| TinyBERT2021.06 | 66.1 | |
| CCCapsNetfine-tuning=false, trained from scratch=true2018.10 | 65.85 | |
| BERT2021.06 | 65.8 | |
| DRNN2021.06 | 65.3 | |
| HDGCN-static2021.06 | 65.2 | |
| Region Emb.fine-tuning=false, trained from scratch=true2018.10 | 64.9 | |
| fastText2021.06 | 63.9 |