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ResearchFormerly WizWand

Relation Classification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

SemEval-2010 Task 8 (test)

SP question, BERT

91.9F1 Score

128

Feb 26, 2026

TinyRel-CM Disease-Disease (D-D)

43.05Accuracy

36

Feb 26, 2026

0.902Precision

22

Feb 26, 2026

Wiki ZSL (test)

71.54Precision (%)

22

Feb 26, 2026

SemEval-2010 Task 8 original (test)

86.1F1 Score

17

Feb 26, 2026

93.4Accuracy

15

Feb 26, 2026

76.8F1 Score

14

Feb 27, 2026

Chinese literature text

65.9F1 Score

14

Feb 26, 2026

79.65Accuracy

13

Feb 26, 2026

Wikidata (test)

85.36Macro F1

12

Feb 26, 2026

Miwa and Sasaki (2014)

71F1 Score

12

Feb 26, 2026

TACRED original (test)

75.3Micro F1

11

Feb 26, 2026

TACRED K=32 original (low-resource)

GenPT (RoBERTa)

37.4Micro F1

11

Feb 26, 2026

TACRED K=16 original (low-resource)

GenPT (RoBERTa)

36.6Micro F1

11

Feb 26, 2026

TACRED K=8 low-resource original

GenPT (RoBERTa)

0.357Micro F1

11

Feb 26, 2026

84Micro F1

10

Feb 26, 2026

Re-TACRED K=32 (low-resource)

GenPT (RoBERTa)

65.2Micro F1

10

Feb 26, 2026

TACRED low-resource K=16 re-evaluated

63.3Micro F1

10

Feb 26, 2026

Re-TACRED K=8 low-resource re-evaluated

GenPT (RoBERTa)

57.1Micro F1

10

Feb 26, 2026

TACREV K=32 low-resource revised

36.6Micro F1

10

Feb 26, 2026

TACREV K=16 low-resource revised

GenPT (RoBERTa)

34.6Micro F1

10

Feb 26, 2026

TACREV K=8 low-resource revised

GenPT (RoBERTa)

34.4Micro F1

10

Feb 26, 2026

BioInfer (test)

61.7Accuracy

10

Feb 26, 2026

Wiki-KBP (test)

66.9Accuracy

10

Feb 26, 2026

85.1Accuracy

10

Feb 26, 2026