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Papers Benchmarks Datasets Tasks

Coreference Resolution research benchmarks – Page 4 · SOTA2 Research

Coreference Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Quoref QBC (test)

50.9CoNLL F1

8

Feb 26, 2026

Character Identification (CI) (test)

60.4CoNLL F1

8

Feb 26, 2026

PreCo (PC) (test)

88.3CoNLL F1

8

Feb 26, 2026

OntoNotes (ON) (test)

80.9CoNLL F1

8

Feb 26, 2026

36.57MUC

7

Jun 17, 2026

58.36F1 Score

7

Feb 26, 2026

SemEval German 2010 (test)

Mention-Link-Append

86.4Avg F1

7

Feb 26, 2026

SemEval Dutch 2010 (test)

Mention-Link-Append

66.6Average F1

7

Feb 26, 2026

SemEval Catalan 2010 (test)

Mention-Link-Append

83.5Avg F1 Score

7

Feb 26, 2026

DWIE official (test)

93.47COREF

7

Feb 26, 2026

DocRED official (test)

84.96COREF

7

Feb 26, 2026

95Accuracy

7

Feb 26, 2026

92.2Accuracy

7

Feb 26, 2026

63.9Precision

7

Feb 26, 2026

WinoBias syntax-type-2

0.154ECE

6

Feb 26, 2026

75.7Accuracy (0-shot)

6

Feb 26, 2026

85.7Accuracy (0-shot)

6

Feb 26, 2026

SemEval Italian 2010 (test)

Mention-Link-Append

65.9Avg F1

6

Feb 26, 2026

85.6Accuracy

6

Feb 26, 2026

Winograd (test)

89.7Accuracy

6

Feb 26, 2026

STM corpus five-fold cross validation (test)

BFCR_Span (sequential transfer learning)

64.5MUC Precision

6

Feb 26, 2026

GAP Stage 2 1.0 (test)

94.1Male F1

6

Feb 26, 2026

GAP Stage 1 1.0 (test)

91.1Male F1 Score

6

Feb 26, 2026

SOMD Subtask 2 2026 (test)

Semantic Centroids and Hierarchical Density-Based Clustering

99.16MUC F1

5

Apr 3, 2026

SOMD Subtask 1 2026 (test)

Semantic Centroids and Hierarchical Density-Based Clustering

99.39MUC F1

5

Apr 3, 2026

Page 4 of 6

Popular datasets

WSC OntoNotes Conll SemEval GAP

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