Part-of-Speech Tagging on DaNE (test)
98.39AccuracyDaCy large
Evaluation Results
| Method | Links | |
|---|---|---|
| DaCy largeModel=XLM-Roberta, Speed (WPS)=13112021.07 | 98.39 | |
| DaCy largeWall Time (GPU/CPU)=2.9/34.7, Tokenizer=SpaCy2021.07 | 98.37 | |
| DaCy mediumWall Time (GPU/CPU)=1.8/9.9, Tokenizer=SpaCy2021.07 | 98.15 | |
| DaCy mediumModel=DaBERT, Speed (WPS)=83352021.07 | 97.93 | |
| FlairWall Time (GPU/CPU)=2.0/-, Tokenizer=SpaCy2021.07 | 97.8 | |
| DaCy smallWall Time (GPU/CPU)=1.9/2.6, Tokenizer=SpaCy2021.07 | 97.75 | |
| DaCy smallModel=Ælæctra Cased, Speed (WPS)=106712021.07 | 97.69 | |
| StanzaWall Time (GPU/CPU)=29.3/-, Tokenizer=Stanza2021.07 | 97.62 | |
| DaELECTRASpeed (WPS)=98552021.07 | 97.4 | |
| DaConvBERTSpeed (WPS)=100292021.07 | 97.23 | |
| SpaCy largeWall Time (GPU/CPU)=0.9/1.4, Tokenizer=SpaCy2021.07 | 96.3 | |
| SpaCy mediumWall Time (GPU/CPU)=1.2/1.4, Tokenizer=SpaCy2021.07 | 95.71 | |
| SpaCy smallWall Time (GPU/CPU)=1.4/1.5, Tokenizer=SpaCy2021.07 | 94.8 | |
| PolyglotWall Time (GPU/CPU)=-/3.8, Tokenizer=Polyglot2021.07 | 76.26 |