Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Relation Extraction research benchmarks – Page 9 · SOTA2 Research

Relation Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

91.6AUC (%)

6

Feb 26, 2026

CoNLL04 v1 (test)

Eberts and Ulges

72.87F1 Score

6

Feb 26, 2026

TACRED single-model (test)

72.1Precision

6

Feb 26, 2026

Re-DocRED full (test)

74.3Micro-F1 (Positive Class)

5

Jun 23, 2026

TACRED full (test)

71.1Micro F1 (Positive Class)

5

Jun 23, 2026

13.83F1p

5

Jun 4, 2026

16.22F1 Score (p)

5

Jun 4, 2026

Relation Extraction Dataset

80F1 Score

5

Apr 14, 2026

SPHERE Material Science

81.91Hierarchical F1

5

Mar 25, 2026

82.53Rel+ F1 (Hierarchical)

5

Mar 25, 2026

76.93Hierarchical Relation F1

5

Mar 25, 2026

SPHERE Computer Science

77.4Rel+ F1 (Hierarchical)

5

Mar 25, 2026

TACRED 1% (dev)

66.3Precision

5

Feb 26, 2026

TACRED (No dev)

46.6Precision

5

Feb 26, 2026

Security posts dataset

88.04Precision (AchievedBy)

5

Feb 26, 2026

90.39Precision

5

Feb 26, 2026

FewRel {X-shot} (test)

68.48Accuracy (All)

5

Feb 26, 2026

CHEMPROT macro-averaged (test)

52.74Precision

5

Feb 26, 2026

GAD v1.1 (test)

80.18Precision

5

Feb 26, 2026

67.79Avg F1

5

Feb 26, 2026

71.4F1 Score

5

Feb 26, 2026

0.424AUC

5

Feb 26, 2026

Human Annotation Dataset (test)

87.34Precision

5

Feb 26, 2026

WikiTable Relation Extraction Freebase-linked (val)

94.91F1 Score

5

Feb 26, 2026

SemEval Task 7 Sub-Task 1.1 2018 (test)

Rotsztejn et al.

81.7Macro F1

5

Feb 26, 2026

Page 9 of 11

Popular datasets

NYT TACRED SemEval ACE FewRel

Follow for updates

Join SOTA2 Contact