Text Classification on Yelp-2 (test)
1.33Error RateFunnel-Transformer (B10-10-10H1024)
Evaluation Results
| Method | Links | |
|---|---|---|
| Funnel-Transformer (B10-10-10H1024)Architecture=B10-10-10H10242020.06 | 1.33 | |
| XLNetArchitecture=24-layer, Model size=Large2019.06 | 1.37 | |
| XLNet-Large2020.06 | 1.37 | |
| Funnel-Transformer (B8-8-8H1024)Architecture=B8-8-8H10242020.06 | 1.39 | |
| Funnel-Transformer (B6-6-6H768)Architecture=B6-6-6H7682020.06 | 1.5 | |
| Funnel-Transformer (B6-3x2-3x2H768)Architecture=B6-3x2-3x2H7682020.06 | 1.58 | |
| Funnel-Transformer (B4-4-4H768)Architecture=B4-4-4H7682020.06 | 1.7 | |
| BERTArchitecture=24-layer, Model size=Large2019.06 | 1.89 | |
| BERT-Large2020.06 | 1.89 | |
| BERT_LARGESequence Length=5122019.04 | 1.89 | |
| ULMFIT2019.06 | 2.16 | |
| ULMFiTSequence Length=5122019.04 | 2.16 | |
| DPCNN2019.06 | 2.64 | |
| CNN2019.06 | 2.9 |