Model | baseline | Æøå | Lowercase | 5 sentences | 10 sentences | 2% | 5% | 15% |
---|---|---|---|---|---|---|---|---|
DaCy large | 98.4 | 97.5 | 95.5 | 98.5 | 98.4 | 95.5 (0.2)* | 91.1 (0.2)* | 75.4 (0.6)* |
DaCy medium | 98.2 | 96.5 | 98.1 | 97.8 | 97.9 | 93.6 (0.3)* | 86.5 (0.3)* | 63.3 (0.6)* |
DaCy small | 97.7 | 95.4 | 95.4 | 97.6 | 97.7 | 93.1 (0.2)* | 85.9 (0.4)* | 62.5 (0.4)* |
Flair | 97.8 | 95.0 | 95.0 | 97.7 | 97.7 | 94.7 (0.2)* | 89.8 (0.3)* | 72.1 (0.4)* |
Polyglot | 76.3 | 71.6 | 75.6 | 75.7 | 75.6 | 71.7 (0.2)* | 65.3 (0.3)* | 49.4 (0.4)* |
SpaCy large | 96.3 | 92.4 | 91.5 | 96.3 | 96.3 | 91.5 (0.2)* | 84.8 (0.4)* | 66.2 (0.5)* |
SpaCy medium | 95.7 | 92.4 | 91.6 | 95.8 | 95.7 | 91.0 (0.3)* | 84.5 (0.3)* | 66.0 (0.5)* |
SpaCy small | 94.8 | 90.5 | 90.3 | 94.8 | 94.8 | 90.7 (0.2)* | 85.3 (0.3)* | 69.1 (0.4)* |
Stanza | 97.6 | 96.1 | 95.4 | 97.7 | 97.7 | 94.8 (0.2)* | 90.6 (0.3)* | 75.6 (0.5)* |