Semantic Role Labeling on OntoNotes

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	HeSyFu	88.59	No	-	-	Code
2	CRF2o + RoBERTa	88.32	No	Semantic Role Labeling as Dependency Parsing: Ex...	2021-10-13	Code
3	MRC-SRL	88.3	No	An MRC Framework for Semantic Role Labeling	2021-09-14	Code
4	ReCAT(pretrained on wikitext103)	88	No	Augmenting Transformers with Recursively Compose...	2023-09-28	Code
5	SRL-MM + XLNet	87.67	No	-	-	Code
6	CRF2o + BERT	87.66	No	Semantic Role Labeling as Dependency Parsing: Ex...	2021-10-13	Code
7	RoBERTa+RegCCRF	87.51	No	Constraining Linear-chain CRFs to Regular Langua...	2021-06-14	Code
8	RoBERTa+CRF	87.27	No	Constraining Linear-chain CRFs to Regular Langua...	2021-06-14	Code
9	BiLSTM-Span (Ensemble)	87	No	A Span Selection Model for Semantic Role Labeling	2018-10-04	Code
10	BiLSTM-Span	86.2	No	A Span Selection Model for Semantic Role Labeling	2018-10-04	Code
11	Li et al.	86	No	Dependency or Span, End-to-End Uniform Semantic ...	2019-01-16	Code
12	He et al.,	85.5	No	Jointly Predicting Predicates and Arguments in N...	2018-05-12	Code
13	He et al., 2017 + ELMo	84.6	No	Deep contextualized word representations	2018-02-15	Code
14	CRF2o	83.66	No	Semantic Role Labeling as Dependency Parsing: Ex...	2021-10-13	Code
15	Tan et al.	82.7	No	Deep Semantic Role Labeling with Self-Attention	2017-12-05	Code
16	He et al.	82.1	No	Jointly Predicting Predicates and Arguments in N...	2018-05-12	Code
17	He et al.	81.7	No	-	-	Code