Named Entity Recognition on CNEC 2.0
0.8749F1 ScoreRobeCzech
Evaluation results
| Method | Links | |
|---|---|---|
| RobeCzechfine-tuned=false, runs=32021.05 | 0.8749 | |
| XLM-R largefine-tuned=false, runs=32021.05 | 0.8706 | |
| mBERTfine-tuned=false, runs=32021.05 | 0.8704 | |
| LSTM-CRF+BERTfine-tuned=false, runs=32021.05 | 0.8639 | |
| RobeCzechfine-tuned=false, runs=32021.05 | 0.8551 | |
| Czertfine-tuned=false, runs=32021.05 | 0.8533 | |
| Slavic BERTfine-tuned=false, runs=32021.05 | 0.8528 | |
| seq2seq+mBERTfine-tuned=false, runs=32021.05 | 0.8466 | |
| XLM-R largefine-tuned=false, runs=32021.05 | 0.8446 | |
| seq2seq+mBERT+Flairfine-tuned=false, runs=32021.05 | 0.8427 | |
| LSTM-CRFfine-tuned=false, runs=32021.05 | 0.8422 | |
| mBERTfine-tuned=false, runs=32021.05 | 0.8421 | |
| XLM-R basefine-tuned=false, runs=32021.05 | 0.8285 | |
| Czertfine-tuned=false, runs=32021.05 | 0.8284 | |
| Slavic BERTfine-tuned=false, runs=32021.05 | 0.8271 | |
| XLM-R basefine-tuned=false, runs=32021.05 | 0.8033 |