GENIA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Nested Named Entity Recognition | GENIA (test) | F1 Score81.53 | 140 | |
| Named Entity Recognition | GENIA | F1 Score83.8 | 58 | |
| Nested Named Entity Recognition | GENIA | F1 Score83.8 | 56 | |
| Named Entity Recognition | GENIA (test) | F1 Score81.39 | 34 | |
| Overlapping Mention Recognition | GENIA (standard) | Precision79.8 | 18 | |
| Coreference resolution | GENIA coreference | Macro F191.6 | 12 | |
| Nested Mention Detection | GENIA (test) | Precision79.8 | 11 | |
| Named Entity Recognition | GENIA | Micro-F180.3 | 8 | |
| Named Entity Recognition | GENIA Ent | Entity F180.8 | 8 | |
| Nested Named Entity Recognition | GENIA 3.02 (test) | F1 Score0.805 | 8 | |
| coordination structure prediction | GENIA dataset | Whole Recall80.41 | 6 | |
| Coordination structure prediction | GENIA (test) | Whole Match80.41 | 6 | |
| Dependency Parsing | GENIA (test) | LAS91.92 | 5 | |
| Constituency Parsing | Genia (entire corpus) | F1 Score87.58 | 4 | |
| Overlapping Entity Extraction | GENIA (test) | Entity F176.2 | 3 | |
| Mention Detection | GENIA gpt-4.1-mini | Recall68.4 | 2 | |
| Mention Detection | GENIA NER | Recall95.7 | 2 | |
| Entity Extraction | GENIA | Entity F176.69 | 2 | |
| Event Extraction | GENIA-Evt | Event Trigger F163.96 | 1 |
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