Dependency Parsing on DaNE (test)
90.85UASDaCy large
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DaCy largeWall Time (GPU/CPU)=2.9/34.7, Tokenizer=SpaCy2021.07 | 90.85 | 88.44 | |
| DaCy largeModel=XLM-Roberta, Speed (WPS)=13112021.07 | 90.59 | 88 | |
| DaCy mediumWall Time (GPU/CPU)=1.8/9.9, Tokenizer=SpaCy2021.07 | 89.25 | 86.65 | |
| DaCy mediumModel=DaBERT, Speed (WPS)=83352021.07 | 87.88 | 85 | |
| DaCy smallWall Time (GPU/CPU)=1.9/2.6, Tokenizer=SpaCy2021.07 | 87.63 | 84.03 | |
| StanzaWall Time (GPU/CPU)=29.3/-, Tokenizer=Stanza2021.07 | 87.34 | 83.84 | |
| DaCy smallModel=Ælæctra Cased, Speed (WPS)=106712021.07 | 86.45 | 83 | |
| DaELECTRASpeed (WPS)=98552021.07 | 85.2 | 82 | |
| DaConvBERTSpeed (WPS)=100292021.07 | 84.61 | 81 | |
| SpaCy largeWall Time (GPU/CPU)=0.9/1.4, Tokenizer=SpaCy2021.07 | 81.95 | 78.01 | |
| SpaCy mediumWall Time (GPU/CPU)=1.2/1.4, Tokenizer=SpaCy2021.07 | 81.87 | 77.73 | |
| SpaCy smallWall Time (GPU/CPU)=1.4/1.5, Tokenizer=SpaCy2021.07 | 78.68 | 74.03 |