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 70 · SOTA2 Research

Node Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90.5Macro F1

7

Feb 26, 2026

Citeseer L/C 20 standard (test)

75.38Accuracy

7

Feb 26, 2026

Citeseer L/C 20 (test)

74.9Accuracy

7

Feb 26, 2026

Brain graphs (Vun)

20.75Macro F1

7

Feb 26, 2026

Brain graphs (Vte)

70.18Macro-F1

7

Feb 26, 2026

Coauthor Physics semi-supervised inductive

93.2Accuracy

7

Feb 26, 2026

Amazon Computer semi-supervised inductive

82.36Accuracy

7

Feb 26, 2026

Amazon Photo semi-supervised inductive

0.906Accuracy

7

Feb 26, 2026

Cora Full semi-supervised inductive

57.33Accuracy

7

Feb 26, 2026

Pubmed semi-supervised inductive

76.72Accuracy

7

Feb 26, 2026

Cora semi-supervised inductive

77.14Accuracy

7

Feb 26, 2026

Coauthor Physics (semi-supervised transductive)

93.42Accuracy

7

Feb 26, 2026

Amazon Computer (semi-supervised transductive)

82.65Accuracy

7

Feb 26, 2026

Amazon Photo semi-supervised transductive

90.54Accuracy

7

Feb 26, 2026

Cora Full (semi-supervised transductive)

57.58Accuracy

7

Feb 26, 2026

Pubmed (semi-supervised transductive)

77.87Accuracy

7

Feb 26, 2026

Citeseer semi-supervised transductive

70.96Accuracy

7

Feb 26, 2026

Cora (semi-supervised transductive)

0.814Accuracy

7

Feb 26, 2026

Coauthor Physics full-supervised transductive

97.05Accuracy

7

Feb 26, 2026

Coauthor CS transductive (full-supervised)

95.8Accuracy

7

Feb 26, 2026

Amazon Computer transductive (full-supervised)

90.08Accuracy

7

Feb 26, 2026

Amazon Photo full-supervised transductive

94.36Accuracy

7

Feb 26, 2026

Citesee full-supervised transductive

75.79Accuracy

7

Feb 26, 2026

PubMed Fixed Standard 20 nodes/class (train)

80.5Accuracy

7

Feb 26, 2026

CiteSeer Fixed Standard 20 nodes/class (train)

73.3Accuracy

7

Feb 26, 2026

Page 70 of 87

Popular datasets

Cora Citeseer Pubmed Ogbn-arxiv Chameleon

Follow for updates

Join SOTA2 Contact