NCBI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Named Entity Recognition | NCBI | F1 Score89.24 | 29 | |
| Biomedical Entity Linking | NCBI | Acc@192.8 | 20 | |
| Entity Annotation | NCBI 791 | Precision82 | 9 | |
| Named Entity Recognition | NCBI | Macro F182.1 | 9 | |
| Text Style Transfer | NCBI style domain | BLEU50.37 | 9 | |
| Named Entity Recognition | ncbi | Micro-F187.8 | 8 | |
| Named Entity Recognition | NCBI local evaluation (test) | F1 Score86.1 | 7 | |
| Phenotype Concept Recognition | NCBI | mF173.15 | 5 | |
| Named Entity Recognition | NCBI BLURB (test) | F1 Score90.9 | 5 | |
| Entity Linking | NCBI (test) | Recall@192.4 | 5 | |
| Mention Detection | ncbi | Recall91.9 | 2 |
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