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Comparison of F1 scores obtained by different models (%).
| Model | Test1 (%) | Test2 (%) | Test3 (%) | Mean value (%) | Standard deviation |
|---|---|---|---|---|---|
| BERT-BiGRU-CRF | 92.45 | 93.13 | 93.13 | 92.90 | 0.3223 |
| ALBERT-BiGRU-CRF | 80.40 | 80.45 | 80.45 | 80.43 | 0.0224 |
| RoBERTa-BiGRU-CRF | 92.71 | 93.14 | 93.14 | 92.99 | 0.2009 |
