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Benchmarks
Named Entity Recognition on CNEC 2.0
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0.8749
F1 Score
RobeCzech
0.800436
0.819768
0.8391
0.858432
May 24, 2021
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
RobeCzech
fine-tuned=false, runs=3
2021.05
0.8749
XLM-R large
fine-tuned=false, runs=3
2021.05
0.8706
mBERT
fine-tuned=false, runs=3
2021.05
0.8704
LSTM-CRF+BERT
fine-tuned=false, runs=3
2021.05
0.8639
RobeCzech
fine-tuned=false, runs=3
2021.05
0.8551
Czert
fine-tuned=false, runs=3
2021.05
0.8533
Slavic BERT
fine-tuned=false, runs=3
2021.05
0.8528
seq2seq+mBERT
fine-tuned=false, runs=3
2021.05
0.8466
XLM-R large
fine-tuned=false, runs=3
2021.05
0.8446
seq2seq+mBERT+Flair
fine-tuned=false, runs=3
2021.05
0.8427
LSTM-CRF
fine-tuned=false, runs=3
2021.05
0.8422
mBERT
fine-tuned=false, runs=3
2021.05
0.8421
XLM-R base
fine-tuned=false, runs=3
2021.05
0.8285
Czert
fine-tuned=false, runs=3
2021.05
0.8284
Slavic BERT
fine-tuned=false, runs=3
2021.05
0.8271
XLM-R base
fine-tuned=false, runs=3
2021.05
0.8033
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