Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SciBERT | 84.9 | No | SciBERT: A Pretrained Language Model for Scienti... | 2019-03-26 | Code |
| 2 | Structural-scaffolds | 84 | No | Structural Scaffolds for Citation Intent Classif... | 2019-04-02 | Code |
| 3 | BiLSTM-Attention + ELMo | 82.6 | No | - | - | - |
| 4 | Feature-Rich Random Forest | 79.6 | No | - | - | Code |
| 5 | BiLSTM-Attention | 77.2 | No | - | - | - |