From: CollaboNet: collaboration of deep neural networks for biomedical named entity recognition
 | Our STM | CollaboNet |  | ||||
---|---|---|---|---|---|---|---|
Dataset | Bio Entity | Total | Ratio of Bio Entity | Bio Entity | Total | Ratio of Bio Entity | Difference |
NCBI-disease | 54 | 167 | 32.3% | 38 | 131 | 29.0% | -3.3% |
JNLPBA | 749 | 1520 | 49.3% | 227 | 1437 | 15.8% | -33.5% |
BC5CDR-chem | 142 | 503 | 28.2% | 122 | 505 | 24.2% | -4.1% |
BC5CDR-disease | 199 | 867 | 23.0% | 131 | 728 | 18.0% | -5.0% |
BC2GM | 189 | 1277 | 14.8% | 218 | 1165 | 18.7% | 3.9% |