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NER model performance of F1 score with existing systems.
| NCBI | CHEMDNER | JNLPBA | |
|---|---|---|---|
| SOTA | 88.60 | 91.14 | 77.39 |
| Yoon et. al (Yoon et al., 2019) | 84.69 | 88.19 | 77.39 |
| Bert (Lee et al., 2020) | 85.63 | 90.04 | 74.94 |
| Hunflair (Weber et al., 2019) | 88.26 | - | 77.60 |
| Chai et. al (Chai et al., 2022) | 88.26 | 91.70 | - |
| Proposed System | 88.76 | 91.56 | 76.06 |
