Named Entity Recognition on CoNLL EN
93.02F1 Scoresq0
Evaluation results
| Method | Links | ||
|---|---|---|---|
| sq0Char/Sub.=Flair, Word=GloVe, Sent.=LSTM2021.06 | 93.02 | — | |
| sq3Char/Sub.=BERT, Word=none, Sent.=LSTM2021.06 | 92.46 | — | |
| sq1Char/Sub.=Flair, Word=none, Sent.=LSTM2021.06 | 92.41 | — | |
| SPANNERvariant=both (sp2)2021.06 | 92.28 | — | |
| sq4Char/Sub.=ELMo, Word=rand, Sent.=LSTM2021.06 | 92.11 | — | |
| sq2Char/Sub.=BERT, Word=GloVe, Sent.=LSTM2021.06 | 92.01 | — | |
| sq5Char/Sub.=ELMo, Word=none, Sent.=LSTM2021.06 | 91.99 | — | |
| SPANNERvariant=generic (sp1)2021.06 | 91.57 | — | |
| sq6Char/Sub.=cnn, Word=glove, Sent.=LSTM2021.06 | 90.88 | — | |
| sq7Char/Sub.=cnn, Word=none, Sent.=LSTM2021.06 | 89.71 | — | |
| sq8Char/Sub.=none, Word=glove, Sent.=LSTM2021.06 | 83.03 | — | |
| sq9Char/Sub.=none, Word=rand, Sent.=LSTM2021.06 | 78.49 | — | |
| Base2025.09 | — | 71.79 | |
| DiT2025.09 | — | 65.57 | |
| GaT2025.09 | — | 72.63 | |
| SSD2025.09 | — | 64.64 | |
| xLSTMDirectionality=Undirectional2025.09 | — | 51.62 | |
| xLSTMDirectionality=Bidirectional2025.09 | — | 56.03 |