Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LISA | 97.2 | No | Linguistically-Informed Self-Attention for Seman... | 2018-04-23 | Code |
| 2 | Fei et al. 2021 (HeSyFu) + RoBERTa | 88.59 | No | - | - | Code |
| 3 | CRF2O + BERT | 85.45 | No | Semantic Role Labeling as Dependency Parsing: Ex... | 2021-10-13 | Code |
| 4 | LISA + ELMo | 83.38 | No | Linguistically-Informed Self-Attention for Seman... | 2018-04-23 | Code |
| 5 | He et al. 2018 + ELMo | 82.9 | No | Jointly Predicting Predicates and Arguments in N... | 2018-05-12 | Code |
| 6 | SpanRel | 82.4 | No | Generalizing Natural Language Analysis through S... | 2019-11-10 | Code |
| 7 | LISA | 82.33 | No | Linguistically-Informed Self-Attention for Seman... | 2018-04-23 | Code |
| 8 | He et al. 2018 | 79.8 | No | Jointly Predicting Predicates and Arguments in N... | 2018-05-12 | Code |