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

Link Prediction research benchmarks – Page 35 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Social Network Snowball Sampled Subgraph G_local

59Accuracy

3

Apr 21, 2026

Social Network Induced Random Subgraph G_global

72Accuracy

3

Apr 21, 2026

OGB-Arxiv In-Domain

95.9ACC (In-Domain)

3

Apr 8, 2026

CORA edge split (test)

0.939AUC

3

Feb 26, 2026

NELL-995 v4 (test)

92.47AUC-PR

3

Feb 26, 2026

NELL-995 v3 (test)

92.79AUC-PR

3

Feb 26, 2026

NELL-995 v2 (test)

95.76AUC-PR

3

Feb 26, 2026

NELL-995 v1 (test)

0.936AUC-PR

3

Feb 26, 2026

FB15k-237 v4 (test)

97.71AUC-PR

3

Feb 26, 2026

FB15k-237 v3 (test)

96.43AUC-PR

3

Feb 26, 2026

FB15k-237 v2 (test)

93.98AUC-PR

3

Feb 26, 2026

WN18RR v4 (test)

91.63AUC-PR

3

Feb 26, 2026

WN18RR v3 (test)

91.59AUC-PR

3

Feb 26, 2026

WN18RR v2 (test)

90.9AUC-PR

3

Feb 26, 2026

92.61Hits@10

3

Feb 26, 2026

96.79Hits@10

3

Feb 26, 2026

94.96Hits@10

3

Feb 26, 2026

MTDEA/INDIGO 8 inductive (e) + (e, r) graphs

0.896Hits@10 (50 negs)

3

Feb 26, 2026

Total Avg 40 graphs

0.422MRR

3

Feb 26, 2026

e graphs 13 transductive

0.379MRR

3

Feb 26, 2026

27 inductive (e) + (e, r) graphs

0.443MRR

3

Feb 26, 2026

Hetionet transductive (test)

0.399MRR

3

Feb 26, 2026

ConceptNet100k transductive (test)

Supervised SOTA

0.32MRR

3

Feb 26, 2026

AristoV4 transductive (test)

34.3MRR

3

Feb 26, 2026

DBpedia100k transductive (test)

43.6MRR

3

Feb 26, 2026

Page 35 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

Follow for updates

Join SOTA2 Contact