Named Entity Recognition (NER) on SciERC
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SciDeBERTa v2 | 72.4 | No | - | - | Code |
| 2 | SpERT | 70.33 | Yes | Span-based Joint Entity and Relation Extraction ... | 2019-09-17 | Code |
| 3 | RDANER | 68.96 | Yes | A Robust and Domain-Adaptive Approach for Low-Re... | 2021-01-02 | Code |
| 4 | Ours: cross-sentence | 68.2 | No | A Frustratingly Easy Approach for Entity and Rel... | 2020-10-24 | Code |
| 5 | SciBERT (SciVocab) | 67.57 | Yes | SciBERT: A Pretrained Language Model for Scienti... | 2019-03-26 | Code |
| 6 | SciBERT (Base Vocab) | 65.24 | Yes | SciBERT: A Pretrained Language Model for Scienti... | 2019-03-26 | Code |
| 7 | SCIIE | 64.2 | No | Multi-Task Identification of Entities, Relations... | 2018-08-29 | Code |