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Relation Prediction research benchmarks · SOTA2 Research

Relation Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

63.6Accuracy (many)

13

Feb 26, 2026

VG8K-LT v1.4 (test)

37.3Accuracy (many)

13

Feb 26, 2026

69.7R@50

13

Feb 26, 2026

Aggregate (FB15K, FB15K-237, WN18, WN18RR, NELL995, DDB14) (test)

1Entity Distance (ED)

12

Jun 11, 2026

0.985MRR

11

May 26, 2026

72.7AUC-PR

10

Jul 7, 2026

27.7AUC-PR

10

Jul 7, 2026

0.198AUC-PR

10

Jul 7, 2026

Knowledge Graph Completion (KGC) leave-one-dataset-out validation (test)

1Top-1 Accuracy

7

Jun 11, 2026

NELL-995 (test)

600Mean Rank (MR)

7

Feb 26, 2026

0.968MRR

6

May 26, 2026

TCGA Colorectal Cancer REL

59.4Accuracy

6

Feb 26, 2026

TCGA Lung Cancer REL

60.4Accuracy

6

Feb 26, 2026

TCGA Breast Cancer REL

60Accuracy

6

Feb 26, 2026

54 KGs Total Avg

90.7MRR

6

Jun 11, 2026

54 KGs Transductive

89.7MRR

6

Feb 26, 2026

54 KGs Inductive e

0.887MRR

6

Feb 26, 2026

54 KGs Inductive e, r

92.9MRR

6

Feb 26, 2026

JW44K-6K (G0) ontology view (test)

0.745MRR

6

Feb 26, 2026

JW44K-6K (G1) instance view (test)

0.958MRR

6

Feb 26, 2026

Annotated ATOMIC Subgraph (test)

80Precision (Total)

6

Feb 26, 2026

Alzheimers-amine

99.13Accuracy

4

May 7, 2026

95.19Accuracy

4

May 7, 2026

Orphadata Rare Ataxia (10-seed)

RAG-grounded SLM-FCA

58Relation Precision

3

Jul 3, 2026

Knowledge Graph Completion Relation Prediction

1Rank

3

Jun 11, 2026

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