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Relation Classification research benchmarks – Page 3 · SOTA2 Research

Relation Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TinyRel-CM Disease-Symptom (D-S)

72.41Accuracy

5

Feb 26, 2026

FewRel 16-way 5-shot

72.45Macro Precision

4

Apr 23, 2026

61.5Accuracy

4

Feb 26, 2026

91.25-way 0-shot Acc

4

Feb 26, 2026

FewRel 1.0 (val)

94F1 (5-way 1-shot)

4

Feb 26, 2026

69.3F1 Score

3

Feb 26, 2026

SemEval 2010 (test)

89.5F1 Score

3

Feb 26, 2026

FewRel rearranged (test)

88.49Precision

3

Feb 26, 2026

TinyRel-CM Disease-Nutrient (D-U)

59.67Accuracy

1

Feb 26, 2026

TinyRel-CM Disease-Food (D-F)

44.33Accuracy

1

Feb 26, 2026

TACRED Session 1 to 10 (incremental)

—

—Primary metric

0

Feb 26, 2026

Page 3 of 3

Popular datasets

FewRel TACRED Wiki80 TinyRel-CM TACREV

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