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

Node Classification research benchmarks – Page 78 · SOTA2 Research

Node Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cora (60% train)

86.23Classification Precision

5

Feb 26, 2026

Cora (50% train)

85.57Classification Precision

5

Feb 26, 2026

Cora (40% train)

85.06Precision

5

Feb 26, 2026

Cora (30% train)

82.94Precision

5

Feb 26, 2026

Cora (20% train)

81.22Precision

5

Feb 26, 2026

Cora (10% train)

77.58Classification Precision

5

Feb 26, 2026

ogbn-paper100M (test)

48.7Test Accuracy

5

Feb 26, 2026

BGP Network (test)

66.54Accuracy

5

Feb 26, 2026

USA Air Traffic Network (test)

63.02Accuracy

5

Feb 26, 2026

Europe Air Traffic Network (test)

57.94Accuracy

5

Feb 26, 2026

Brazil Air Traffic Network (test)

76.92Accuracy

5

Feb 26, 2026

YouTube (20% test)

40.08Micro F1 Score

5

Feb 26, 2026

Facebook (20% test)

94.42Micro-F1

5

Feb 26, 2026

ogbn-papers100M (train)

73.94F1 Score

5

Feb 26, 2026

MUTAG (Ristoski & Paulheim split)

85.3Accuracy

5

Feb 26, 2026

AIFB (Ristoski & Paulheim split)

97.2Accuracy

5

Feb 26, 2026

BlogCatalog 9:1 train-test ratio

23.2Accuracy

5

Feb 26, 2026

Youtube SNAP collection (test)

0.92Avg Accuracy

5

Feb 26, 2026

DBLP SNAP collection (test)

90Accuracy

5

Feb 26, 2026

Amazon SNAP collection (test)

97Average Accuracy

5

Feb 26, 2026

Wisconsin source-target

15.1F1 Score

4

Jun 30, 2026

Texas source-target

37.7F1 Score

4

Jun 30, 2026

Cornell source-target

25.1F1 Score

4

Jun 30, 2026

Flickr source-target

16.4F1 Score

4

Jun 30, 2026

CiteSeer source-target

3.6F1 Score

4

Jun 30, 2026

Page 78 of 87

Popular datasets

Cora Citeseer Pubmed Ogbn-arxiv Chameleon

Follow for updates

Join SOTA2 Contact