| Penn Treebank WSJ (section 23 test) | Berkeley Neural | F1 Score95.8 | | 55 | 1mo ago |
| WSJ Penn Treebank (test) | Zhou and Zhao (2019) | F1 Score95.84 | | 27 | 1mo ago |
| CTB 5.1 (test) | Yang and Deng | F1 Score93.59 | | 25 | 1mo ago |
| CTB 5.0 (test) | BERT + POS + CATSA | F1 Score92.66 | | 19 | 1mo ago |
| Trappen Middle Dutch (test) | DA-fs | F1 Score79.55 | | 17 | 1mo ago |
| Tafel Middle Dutch (test) | DA-fs | F1 Score74.73 | | 17 | 1mo ago |
| CRM Middle Dutch (test) | DA-fs | F175.45 | | 17 | 1mo ago |
| Penn Treebank shortest 25% of samples < 128 tokens (test) | | Bracket Precision76.6 | | 14 | 1mo ago |
| Chinese Treebank 5.1 (test) | Neural CRF Parser | F1 Score92.27 | | 13 | 1mo ago |
| PTB Section 23 (test) | Kitaev and Klein (2018) | Rerank F10.9513 | | 13 | 1mo ago |
| PTB (test) | Nguyen et al. (2021a) | Speed (Sents/s)1,127 | | 12 | 1mo ago |
| PTB WSJ (Section 23 test) | Zhou and Zhao (2019) | F1 Score93.78 | | 12 | 1mo ago |
| ATB (test) | BERT + POS + CATSA | Precision83.48 | | 9 | 1mo ago |
| Penn Treebank WSJ section 22 (dev) | LSTM+A ensemble | F1 Score93.5 | | 9 | 1mo ago |
| French Treebank (FTB) SPMRL shared task (test) | Ensemble: FlauBERT_BASE + CamemBERT | F189.28 | | 8 | 1mo ago |
| Swedish | Span-based | LF Score88.87 | | 7 | 1mo ago |
| pl (Polish) | Span-based | LF Score96.36 | | 7 | 1mo ago |
| Korean | Span-based | LF Score88.8 | | 7 | 1mo ago |
| hu (Hungarian) | Span-based | LF Score94.9 | | 7 | 1mo ago |
| he Hebrew | Span-based | LF Score92.99 | | 7 | 1mo ago |
| fr French | Span-based | LF Score87.42 | | 7 | 1mo ago |
| eu Basque | Span-based | LF Score91.63 | | 7 | 1mo ago |
| de German | SL (Base) | LF Score92.12 | | 7 | 1mo ago |
| CTB | GaT | LF Score93.52 | | 7 | 1mo ago |
| PTB | Span-based | LF Score95.59 | | 7 | 1mo ago |
