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Constituency Parsing research benchmarks – Page 2 · SOTA2 Research

Constituency Parsing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

95.59LF Score

7

Mar 19, 2026

French Treebank (FTB) SPMRL shared task (dev)

Ensemble: FlauBERT_BASE + CamemBERT

89.32F1 Score

7

Feb 26, 2026

Genia (entire corpus)

87.58F1 Score

4

Feb 26, 2026

Brown (entire corpus)

93.29F1 Score

4

Feb 26, 2026

85.48Parsing F1

3

Feb 26, 2026

Cross-domain (Bio, Dialogue, Forum, Law, Literature, Review) (test)

Kitaev and Klein (2018)

86.61Accuracy (Bio)

3

Feb 26, 2026

Attach-juxtapose

33.9Latency (s)

3

Feb 26, 2026

Neural CRF Parser

91.73Precision

3

Feb 26, 2026

Penn Treebank (dev)

95.5F1 Score

3

Feb 26, 2026

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CTB PTB Penn Treebank WSJ FR

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