Named Entity Recognition on CNEC 1.1
87.82F1 ScoreRobeCzech
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RobeCzechfine-tuned=false, runs=32021.05 | 87.82 | — | — | |
| RobeCzechfine-tuned=false, runs=32021.05 | 87.47 | — | — | |
| XLM-R largefine-tuned=false, runs=32021.05 | 87.41 | — | — | |
| seq2seq+mBERT+Flairfine-tuned=false, runs=32021.05 | 86.88 | — | — | |
| XLM-R largefine-tuned=false, runs=32021.05 | 86.86 | — | — | |
| seq2seq+mBERTfine-tuned=false, runs=32021.05 | 86.73 | — | — | |
| mBERTfine-tuned=false, runs=32021.05 | 86.71 | — | — | |
| Slavic BERTfine-tuned=true, runs=32021.05 | 86.57 | — | — | |
| mBERTfine-tuned=false, runs=32021.05 | 86.45 | — | — | |
| Czertfine-tuned=true, runs=32021.05 | 86.27 | — | — | |
| mBERTfine-tuned=true, runs=32021.05 | 86.23 | — | — | |
| Slavic BERTfine-tuned=false, runs=32021.05 | 85.85 | — | — | |
| Czertfine-tuned=false, runs=32021.05 | 85.38 | — | — | |
| Slavic BERTfine-tuned=false, runs=32021.05 | 85.12 | — | — | |
| Czertfine-tuned=false, runs=32021.05 | 84.69 | — | — | |
| LSTM-CRFfine-tuned=false, runs=32021.05 | 83.27 | — | — | |
| XLM-R basefine-tuned=false, runs=32021.05 | 83.25 | — | — | |
| LSTM-CRFfine-tuned=false, runs=32021.05 | 83.15 | — | — | |
| XLM-R basefine-tuned=false, runs=32021.05 | 82.76 | — | — | |
| LSTM-CRF, LDAfine-tuned=false, runs=32021.05 | 81.77 | — | — | |
| Czert2021.05 | — | 85.38 | 84.69 | |
| mBERT2021.05 | — | 86.71 | 86.45 | |
| previous SoTA2021.05 | — | 86.88 | 86.57 | |
| RobeCzech2021.05 | — | 87.82 | 87.47 | |
| Slavic BERT2021.05 | — | 85.85 | 85.12 | |
| XLM-R basesize=base2021.05 | — | 83.25 | 82.76 | |
| XLM-R largesize=large2021.05 | — | 87.41 | 86.86 |