Dependency Parsing on UD CHILDES (test)
0.9491UASSuPar
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SuParBackbone Model=RoBERTa-large, Training Data=gold2026.05 | 0.9491 | — | — | — | 92.51 | |
| StanzaBackbone Model=RoBERTa-large, Training Data=gold2026.05 | 0.9421 | — | — | — | 91.39 | |
| StanzaBackbone Model=RoBERTa-base, Training Data=gold2026.05 | 0.9416 | — | — | — | 91.4 | |
| SuParBackbone Model=RoBERTa-large, Training Data=10k silver + gold2026.05 | 0.9383 | — | — | — | 91.2 | |
| StanzaBackbone Model=BiLSTM, Training Data=gold2026.05 | 0.9344 | — | — | — | 90.34 | |
| SuParBackbone Model=RoBERTa-large, Training Data=10k silver → gold2026.05 | 0.9334 | — | — | — | 90.41 | |
| DiaParserBackbone Model=RoBERTa-large, Training Data=gold2026.05 | 0.9303 | — | — | — | 89.71 | |
| DiaParserBackbone Model=RoBERTa-large, Training Data=10k silver + gold2026.05 | 0.9133 | — | — | — | 87.77 | |
| StanzaBackbone Model=off-the-shelf, Training Data=all EN-UD treebanks2026.05 | 0.8918 | — | — | — | 85.19 | |
| spaCyBackbone Model=en_core_web_trf, Training Data=OntoNotes 52026.05 | 0.6811 | — | — | — | 61.45 | |
| spaCy2026.02 | 0.68 | 38,783 | — | — | — | |
| Current ParserNumber of rules=1452026.02 | 0.6 | 34,172 | — | — | — | |
| Current ParserNumber of rules=632026.02 | 0.4 | 22,963 | — | — | — | |
| DiaParserBackbone Model=RoBERTa-large, Training Data=gold data2026.05 | — | — | 71.24 | 83.65 | — | |
| DiaParserBackbone Model=RoBERTa-large, Training Data=10k silver data + gold data2026.05 | — | — | 67.79 | 80.59 | — | |
| MachampBackbone Model=RoBERTa-large, Training Data=gold2026.05 | — | — | — | — | 79 | |
| MachampBackbone Model=RoBERTa-base, Training Data=gold2026.05 | — | — | — | — | 78.12 | |
| spaCyBackbone Model=en_core_web_trf, Training Data=OntoNotes 52026.05 | — | — | 31.44 | 50.18 | — | |
| StanzaBackbone Model=BiLSTM, Training Data=gold data2026.05 | — | — | 73.42 | 84.89 | — | |
| StanzaBackbone Model=RoBERTa-large, Training Data=gold data2026.05 | — | — | 75.49 | 86.39 | — | |
| StanzaBackbone Model=RoBERTa-base, Training Data=gold data2026.05 | — | — | 75.65 | 86.35 | — | |
| StanzaBackbone Model=Off-the-shelf, Training Data=all EN-UD treebanks2026.05 | — | — | 64.07 | 76.9 | — | |
| SuParBackbone Model=RoBERTa-large, Training Data=gold data2026.05 | — | — | 78.22 | 87.61 | — | |
| SuParBackbone Model=RoBERTa-large, Training Data=10k silver data + gold data2026.05 | — | — | 75.72 | 86.01 | — | |
| SuParBackbone Model=RoBERTa-large, Training Data=10k silver data → gold data2026.05 | — | — | 77.45 | 87.4 | — |