Coreference Resolution on OntoNotes

Metric: F1 (higher is better)

LeaderboardDataset

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Results

#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	Maverick_mes	83.6	No	Maverick: Efficient and Accurate Coreference Res...	2024-07-31	Code
2	seq2seq	83.3	No	Coreference Resolution through a seq2seq Transit...	2022-11-22	Code
3	ASP+T0-3B	82.3	No	Autoregressive Structured Prediction with Langua...	2022-10-26	Code
4	caw-coref + RoBERTa	81.6	No	CAW-coref: Conjunction-Aware Word-level Corefere...	2023-10-09	Code
5	LingMess	81.4	No	LingMess: Linguistically Informed Multi Expert S...	2022-05-25	Code
6	wl-coref + RoBERTa	81	No	Word-Level Coreference Resolution	2021-09-09	Code
7	U-MEM + Longformer	80.9	No	Efficient and Interpretable Neural Models for En...	2022-08-30	-
8	longdoc S (OntoNotes + 60k pseudo-singletons)	80.6	No	On Generalization in Coreference Resolution	2021-09-20	Code
9	G2GT SpanBERT-large reduced	80.5	No	Graph Refinement for Coreference Resolution	2022-03-30	Code
10	G2GT SpanBERT-large overlap	80.2	No	Graph Refinement for Coreference Resolution	2022-03-30	Code
11	SpanBERT	79.6	No	SpanBERT: Improving Pre-training by Representing...	2019-07-24	Code
12	U-MEM* + SpanBERT	79.6	No	Learning to Ignore: Long Document Coreference wi...	2020-10-06	Code
13	longdoc S (ON + PreCo + LitBank + 30k pseudo-singletons)	79.6	No	On Generalization in Coreference Resolution	2021-09-20	Code
14	longdoc S (OntoNotes + PreCo + LitBank)	79.2	No	On Generalization in Coreference Resolution	2021-09-20	Code
15	BERT-large	76.9	No	BERT for Coreference Resolution: Baselines and A...	2019-08-24	Code
16	BERT + EE	76.61	No	-	-	Code
17	BERT-base	73.9	No	BERT for Coreference Resolution: Baselines and A...	2019-08-24	Code
18	Reinforced + ELMo	73.8	No	-	-	-
19	c2f-coref	73	No	Higher-order Coreference Resolution with Coarse-...	2018-04-15	Code
20	e2e-coref + ELMo + hyperparameter tuning	72.3	No	Higher-order Coreference Resolution with Coarse-...	2018-04-15	Code
21	e2e-coref + ELMo	70.4	No	End-to-end Neural Coreference Resolution	2017-07-21	Code
22	E2E-CR + ASL	67.8	No	-	-	Code
23	e2e-coref	67.2	No	End-to-end Neural Coreference Resolution	2017-07-21	Code
24	Reward Rescaling	65.73	No	Deep Reinforcement Learning for Mention-Ranking ...	2016-09-27	Code
25	NN Cluster Ranker	65.29	No	Improving Coreference Resolution by Learning Ent...	2016-06-04	Code
26	Global	64.21	No	Learning Global Features for Coreference Resolut...	2016-04-11	Code