Deterministic Augmentations
Stochastic Augmentations
Input Length
Keystroke Errors
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)*