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 65 · SOTA2 Research

Node Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

85.1Weighted F1

8

Feb 26, 2026

67.1Accuracy

8

Feb 26, 2026

Chameleon Directed (test)

78.14Accuracy

8

Feb 26, 2026

Squirrel Directed (test)

74.17Accuracy

8

Feb 26, 2026

Film Directed (test)

37.41Accuracy

8

Feb 26, 2026

94.8Accuracy (Sum)

8

Feb 26, 2026

28.34Accuracy

8

Feb 26, 2026

Chameleon overall

53.21Accuracy

8

Feb 26, 2026

Am.Photo overall

81.23Accuracy

8

Feb 26, 2026

Actor high-degree nodes, upper 33%

27.43Accuracy

8

Feb 26, 2026

Chameleon high-degree nodes, upper 33%

54.53Accuracy

8

Feb 26, 2026

Co.CS high-degree nodes, upper 33%

0.907Accuracy

8

Feb 26, 2026

Am.Photo high-degree nodes, upper 33%

84.97Accuracy

8

Feb 26, 2026

Wiki.CS high-degree nodes, upper 33%

83.49Accuracy

8

Feb 26, 2026

Pubmed high-degree nodes, upper 33%

83.83Accuracy

8

Feb 26, 2026

Citeseer high-degree nodes, upper 33%

77.25Accuracy

8

Feb 26, 2026

Cora high-degree nodes, upper 33%

88.02Accuracy

8

Feb 26, 2026

Actor low-degree nodes, lower 33%

29.27Accuracy

8

Feb 26, 2026

Chameleon low-degree nodes, lower 33%

54.48Accuracy

8

Feb 26, 2026

Co.CS low-degree nodes, lower 33%

86.76Accuracy

8

Feb 26, 2026

Am.Photo low-degree nodes, lower 33%

77.84Accuracy

8

Feb 26, 2026

Wiki.CS low-degree nodes, lower 33%

0.744Accuracy

8

Feb 26, 2026

Pubmed low-degree nodes, lower 33%

78.98Accuracy

8

Feb 26, 2026

Citeseer low-degree nodes, lower 33%

67.27Accuracy

8

Feb 26, 2026

Cora low-degree nodes, lower 33%

78.08Accuracy

8

Feb 26, 2026

Page 65 of 87

Popular datasets

Cora Citeseer Pubmed Ogbn-arxiv Chameleon

Follow for updates

Join SOTA2 Contact