Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MLMET | 49.1 | Yes | Ultra-Fine Entity Typing with Weak Supervision f... | 2021-06-08 | Code |
| 2 | ELMo (distant denoising data) | 40.2 | No | Learning to Denoise Distantly-Labeled Data for E... | 2019-05-04 | Code |
| 3 | LabelGCN Xiong et al. (2019) | 36.9 | No | Imposing Label-Relational Inductive Bias for Ext... | 2019-03-06 | Code |
| 4 | Choi et al. (2018) w augmentation | 32 | No | Ultra-Fine Entity Typing | 2018-07-13 | Code |