Entity Identification on SciERC
70.91F1 ScoreHierarchical Transformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Hierarchical TransformerAuthor=Zaratiana, Holat, Tomeh, & Charnois, 20222026.01 | 70.91 | 67.99 | 74.11 | |
| Hierarchical TransformerAuthors=Zaratiana et al. (2022)2026.06 | 70.91 | 67.99 | 74.11 | |
| SpERTAuthor=Eberts & Ulges, 20202026.01 | 70.33 | 70.87 | 69.79 | |
| SpERTAuthors=Eberts and Ulges (2021)2026.06 | 70.33 | 70.87 | 69.79 | |
| SciBERT+BiLSTM+CascadeAuthor=Our2026.01 | 69.14 | 66.95 | 71.49 | |
| SciBERT+BiLSTM (cascade)+data_augAuthors=Our2026.06 | 69.14 | 66.95 | 71.49 | |
| PUREAuthor=Zhong & Chen, 20212026.01 | 68.9 | — | — | |
| PUREAuthors=Zhong and Chen (2021)2026.06 | 68.9 | — | — | |
| SCIIEAuthors=Luan et al. (2018)2026.06 | 64.2 | 67.2 | 61.5 |