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 58 · SOTA2 Research

Node Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.17Accuracy

8

Jun 4, 2026

Wisconsin 3-shot

98.58Accuracy (3-shot)

8

Jun 4, 2026

ogbn-arxiv 1-shot

75.97Accuracy

8

Jun 4, 2026

78.37Accuracy

8

Jun 2, 2026

Chameleon Heterophilous nodes

37.9Accuracy

8

Jun 1, 2026

Squirrel Heterophilous nodes

42.42Accuracy

8

Jun 1, 2026

Actor Heterophilous nodes

31.66Accuracy

8

Jun 1, 2026

Arxiv Heterophilous nodes

34.53Accuracy

8

Jun 1, 2026

Physics Heterophilous nodes

89.08Accuracy

8

Jun 1, 2026

CS Heterophilous nodes

85.96Accuracy

8

Jun 1, 2026

Computer Heterophilous nodes

72.02Accuracy (%)

8

Jun 1, 2026

Photo Heterophilous nodes

82.29Accuracy

8

Jun 1, 2026

Wiki-CS Heterophilous nodes

57.9Accuracy (%)

8

Jun 1, 2026

PubMed Heterophilous nodes

73.22Accuracy

8

Jun 1, 2026

Citeseer Heterophilous nodes

44.88Accuracy

8

Jun 1, 2026

Cora Heterophilous nodes

65.54Accuracy

8

Jun 1, 2026

Chameleon Homophilous nodes

47.89Accuracy

8

Jun 1, 2026

Squirrel Homophilous nodes

49.52Accuracy

8

Jun 1, 2026

Actor Homophilous nodes

39.47Accuracy

8

Jun 1, 2026

Arxiv Homophilous nodes

95.79Accuracy

8

Jun 1, 2026

CS Homophilous nodes

99.37Accuracy

8

Jun 1, 2026

Computer Homophilous nodes

95.3Accuracy (%)

8

Jun 1, 2026

Photo Homophilous nodes

98.18Accuracy

8

Jun 1, 2026

Wiki-CS Homophilous nodes

94.65Accuracy

8

Jun 1, 2026

PubMed Homophilous nodes

96.18Accuracy

8

Jun 1, 2026

Page 58 of 87

Popular datasets

Cora Citeseer Pubmed Ogbn-arxiv Chameleon

Follow for updates

Join SOTA2 Contact