Named Entity Recognition on Ben-Mordecai Corpora (BMC)
93.29F1 ScoremT5 - XXL
Evaluation results
| Method | Links | |
|---|---|---|
| mT5 - XXLParam Count=13B2022.12 | 93.29 | |
| mT5 - XLParam Count=3.7B2022.12 | 93.01 | |
| AlephBERT-baseevaluation_setup=Token-Based2021.04 | 91.12 | |
| AlephBERTParam Count=126M2022.12 | 91.12 | |
| mT5 - LargeParam Count=1.2B2022.12 | 90.77 | |
| HeBERTevaluation_setup=Token-Based2021.04 | 89.41 | |
| HEBERTParam Count=110M2022.12 | 89.41 | |
| AlephBERT-smallevaluation_setup=Token-Based2021.04 | 89.07 | |
| mBERTevaluation_setup=Token-Based2021.04 | 87.77 | |
| mBERTParam Count=178M2022.12 | 87.77 | |
| mT5 - BaseParam Count=580M2022.12 | 85.5 | |
| Previous SOTAevaluation_setup=Token-Based2021.04 | 85.22 | |
| mT5 SmallParam Count=300M2022.12 | 77.7 |