Metric: Error (lower is better)
| # | Model↕ | Error▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | XLNet | 2.11 | No | XLNet: Generalized Autoregressive Pretraining fo... | 2019-06-19 | Code |
| 2 | BERT Finetune + UDA | 3.5 | No | Unsupervised Data Augmentation for Consistency T... | 2019-04-29 | Code |
| 3 | ULMFiT (Small data) | 3.9 | No | Sampling Bias in Deep Active Classification: An ... | 2019-09-20 | Code |
| 4 | LHTR | 5.7 | No | Heavy-tailed Representations, Text Polarity Clas... | 2020-03-25 | - |