SCIERC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Relation Extraction | SciERC | Relation Strict F153.19 | 48 | |
| Relation Extraction | SCIERC (test) | F1 Score90.3 | 23 | |
| Entity recognition | SCIERC (test) | F1 Score70.33 | 20 | |
| Joint Entity and Relation Extraction | SciERC (test) | GFLOPs16 | 7 | |
| Coreference resolution | SciERC (test) | Precision63.9 | 7 | |
| Text Classification | SciERC | F1 Score82.4 | 6 | |
| Entity recognition | SCIERC (dev) | Precision70 | 6 | |
| Continued Pretraining | SciERC (test) | Macro F181.22 | 4 | |
| Entity identification | SciERC | F1 Score70.91 | 4 | |
| Text Classification | SciERC (test) | Macro F181.84 | 4 | |
| Relation Extraction | SCIERC (dev) | Precision45.4 | 4 | |
| Named Entity Recognition | SciERC exact match (test) | Micro-F168 | 3 | |
| Coreference resolution | SciERC (dev) | Precision61.5 | 2 |
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