Morphosyntactic analysis on UD 2.3
93.77LASRobeCzech
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| RobeCzechProtocol=Frozen embeddings2021.05 | 93.77 | 99.36 | 98.31 | 98.28 | 99.18 | 95.36 | 90.18 | 91.82 | |
| RobeCzech2021.05 | 93.77 | — | 98.31 | — | — | — | — | — | |
| XLM-R largeProtocol=Frozen embeddings2021.05 | 93.49 | 99.36 | 98.15 | 98.1 | 99.17 | 95.15 | 89.64 | 91.4 | |
| XLM-R largesize=large2021.05 | 93.49 | — | 98.15 | — | — | — | — | — | |
| UDifyProtocol=Fine-tuned2021.05 | 93.38 | 99.24 | — | 94.77 | 98.93 | 95.07 | — | — | |
| previous SoTA2021.05 | 93.38 | — | 97.71 | — | — | — | — | — | |
| CzertProtocol=Frozen embeddings2021.05 | 93.13 | 99.32 | 98.07 | 98.05 | 99.09 | 94.75 | 89.19 | 90.92 | |
| Czert2021.05 | 93.13 | — | 98.07 | — | — | — | — | — | |
| UDPipe 2 +mBERT+FlairProtocol=Frozen embeddings2021.05 | 92.56 | 99.34 | 97.71 | 97.67 | 99.12 | 94.43 | 88.09 | 90.22 | |
| mBERTProtocol=Frozen embeddings2021.05 | 92.34 | 99.31 | 97.61 | 97.55 | 99.06 | 94.27 | 87.75 | 89.91 | |
| mBERT2021.05 | 92.34 | — | 97.61 | — | — | — | — | — | |
| Slavic BERTProtocol=Frozen embeddings2021.05 | 91.49 | 99.22 | 97.29 | 97.22 | 98.99 | 93.53 | 86.37 | 88.79 | |
| Slavic BERT2021.05 | 91.49 | — | 97.29 | — | — | — | — | — | |
| XLM-R baseProtocol=Frozen embeddings2021.05 | 91.3 | 99.18 | 97.29 | 97.24 | 99.02 | 93.32 | 86.18 | 88.62 | |
| XLM-R basesize=base2021.05 | 91.3 | — | 97.29 | — | — | — | — | — | |
| CzertProtocol=Fine-tuned2021.05 | — | 99.3 | — | — | — | — | — | — |