| Penn Treebank WSJ (section 23 test) | Berkeley Neural | F1 Score95.8 | | 55 | 3d ago |
| WSJ Penn Treebank (test) | Zhou and Zhao (2019) | F1 Score95.84 | | 27 | 3d ago |
| CTB 5.1 (test) | Yang and Deng | F1 Score93.59 | | 25 | 3d ago |
| CTB 5.0 (test) | BERT + POS + CATSA | F1 Score92.66 | | 19 | 3d ago |
| Trappen Middle Dutch (test) | DA-fs | F1 Score79.55 | | 17 | 3d ago |
| Tafel Middle Dutch (test) | DA-fs | F1 Score74.73 | | 17 | 3d ago |
| CRM Middle Dutch (test) | DA-fs | F175.45 | | 17 | 3d ago |
| Penn Treebank shortest 25% of samples < 128 tokens (test) | | Bracket Precision76.6 | | 14 | 3d ago |
| Chinese Treebank 5.1 (test) | Neural CRF Parser | F1 Score92.27 | | 13 | 3d ago |
| PTB Section 23 (test) | Kitaev and Klein (2018) | Rerank F10.9513 | | 13 | 3d ago |
| PTB (test) | Nguyen et al. (2021a) | Speed (Sents/s)1,127 | | 12 | 3d ago |
| PTB WSJ (Section 23 test) | Zhou and Zhao (2019) | F1 Score93.78 | | 12 | 3d ago |
| ATB (test) | BERT + POS + CATSA | Precision83.48 | | 9 | 3d ago |
| Penn Treebank WSJ section 22 (dev) | LSTM+A ensemble | F1 Score93.5 | | 9 | 3d ago |
| French Treebank (FTB) SPMRL shared task (test) | Ensemble: FlauBERT_BASE + CamemBERT | F189.28 | | 8 | 3d ago |
| French Treebank (FTB) SPMRL shared task (dev) | Ensemble: FlauBERT_BASE + CamemBERT | F1 Score89.32 | | 7 | 3d ago |
| Genia (entire corpus) | BERT | F1 Score87.58 | | 4 | 3d ago |
| Brown (entire corpus) | BERT + CATSA | F1 Score93.29 | | 4 | 3d ago |
| Etstoel (test) | Benepar | Parsing F185.48 | | 3 | 3d ago |
| Cross-domain (Bio, Dialogue, Forum, Law, Literature, Review) (test) | Kitaev and Klein (2018) | Accuracy (Bio)86.61 | | 3 | 3d ago |
| PTB (test) | Attach-juxtapose | Latency (s)33.9 | | 3 | 3d ago |
| CTB7 (test) | Neural CRF Parser | Precision91.73 | | 3 | 3d ago |
| Penn Treebank (dev) | CNN Large | F1 Score95.5 | | 3 | 3d ago |
