Metric: F1-score (higher is better)
| # | Model↕ | F1-score▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ColBERT model | 0.982 | No | ColBERT: Using BERT Sentence Embedding in Parall... | 2020-04-27 | Code |
| 2 | XLNet Large Cased | 0.92 | No | XLNet: Generalized Autoregressive Pretraining fo... | 2019-06-19 | Code |
| 3 | Multinomial NB | 0.882 | No | ColBERT: Using BERT Sentence Embedding in Parall... | 2020-04-27 | Code |
| 4 | SVM | 0.874 | No | ColBERT: Using BERT Sentence Embedding in Parall... | 2020-04-27 | Code |
| 5 | XGBoost | 0.813 | No | XGBoost: A Scalable Tree Boosting System | 2016-03-09 | Code |
| 6 | Decision Tree | 0.794 | No | ColBERT: Using BERT Sentence Embedding in Parall... | 2020-04-27 | Code |