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 56 · SOTA2 Research

Node Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

61.49Balanced Accuracy

9

Apr 6, 2026

Credit r: 0.01 (test)

78.13ACC (%)

9

Mar 31, 2026

Pokec-z-R r: 0.05 (test)

64.62Accuracy

9

Mar 31, 2026

Pokec-z-G r: 0.05 (test)

64.78Accuracy

9

Mar 31, 2026

Pokec-n-R r: 0.05 (test)

70.47Accuracy

9

Mar 31, 2026

Pokec-n-G r: 0.05 (test)

70.87Accuracy

9

Mar 31, 2026

13.6Disk Size

9

Mar 6, 2026

1.85Parameters

9

Mar 6, 2026

NBA (synthetic)

72.06Accuracy

9

Mar 4, 2026

90.23F-score

9

Feb 26, 2026

86.87F-score

9

Feb 26, 2026

60.05Accuracy

9

Feb 26, 2026

85.15Performance

9

Feb 26, 2026

Pubmed 2 to 1 (target)

89.2Micro F1

9

Feb 26, 2026

Pubmed1 to Pubmed2 (target)

88.73Micro F1

9

Feb 26, 2026

BlogCatalog1 to BlogCatalog2 (target)

39.43Micro-F1

9

Feb 26, 2026

Arxiv to DBLP (target)

74.84Micro-F1

9

Feb 26, 2026

DBLP to Arxiv (target)

71.26Micro-F1

9

Feb 26, 2026

Cora to Arxiv (target)

74.87Micro F1

9

Feb 26, 2026

Arxiv to Cora (target)

0.777Micro-F1

9

Feb 26, 2026

Cora to DBLP (target)

75.77Micro-F1

9

Feb 26, 2026

DBLP to Cora (target)

78.45Micro F1

9

Feb 26, 2026

73.6Accuracy

9

Feb 26, 2026

82.12Overall F1

9

Feb 26, 2026

Photo Structural Missing (test)

91.63Accuracy

9

Feb 26, 2026

Page 56 of 87

Popular datasets

Cora Citeseer Pubmed Ogbn-arxiv Chameleon

Follow for updates

Join SOTA2 Contact