Coreference Resolution on CoNLL 2012

Metric: Avg F1 (higher is better)

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#	Model↕	Avg 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	CorefQA + SpanBERT-large	83.1	Yes	-	-	Code
4	ASP+T0-3B	82.3	No	Autoregressive Structured Prediction with Langua...	2022-10-26	Code
5	wl-coref + RoBERTa	81	No	Word-Level Coreference Resolution	2021-09-09	Code
6	s2e + Longformer-Large	80.3	No	Coreference Resolution without Span Representati...	2021-01-02	Code
7	SpanBERT + Cluster Merging	80.2	No	Revealing the Myth of Higher-Order Inference in ...	2020-09-25	Code
8	c2f + SpanBERT-Large	80.2	No	Coreference Resolution without Span Representati...	2021-01-02	Code
9	CorefQA + SpanBERT-base	79.9	Yes	-	-	Code
10	U-MEM* + SpanBERT-large	79.6	No	Learning to Ignore: Long Document Coreference wi...	2020-10-06	Code
11	c2f-coref + BERT-large	76.9	Yes	BERT for Coreference Resolution: Baselines and A...	2019-08-24	Code
12	EE + BERT-large	76.61	Yes	-	-	Code
13	dali-full-anaphora	76.4	No	A Cluster Ranking Model for Full Anaphora Resolu...	2019-11-21	Code
14	reinforced model + ELMO	73.8	No	-	-	-
15	c2f-coref + ELMo	73	No	Higher-order Coreference Resolution with Coarse-...	2018-04-15	Code
16	e2e-coref + ELMo	70.4	No	End-to-end Neural Coreference Resolution	2017-07-21	Code
17	e2e-coref (ensemble)	68.8	No	End-to-end Neural Coreference Resolution	2017-07-21	Code
18	e2e-coref (single)	67.2	No	End-to-end Neural Coreference Resolution	2017-07-21	Code