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 74 · SOTA2 Research

Node Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

52.63Micro F1

6

Feb 26, 2026

OGB-arXiv v1 (test)

71.9Clean Accuracy

6

Feb 26, 2026

75.1Accuracy (Clean)

6

Feb 26, 2026

42Accuracy (Clean)

6

Feb 26, 2026

86.5Accuracy (Clean)

6

Feb 26, 2026

82.4Accuracy (Clean)

6

Feb 26, 2026

83.5Accuracy (Clean)

6

Feb 26, 2026

Wisconsin perturbed (test)

59.25Accuracy

6

Feb 26, 2026

Wisconsin clean (test)

60.5Accuracy

6

Feb 26, 2026

Twitch Explicit

57.97ES Accuracy

6

Feb 26, 2026

OGB-Arxiv 2014-2016 1.0 (test)

0.475Accuracy

6

Feb 26, 2026

USA-Airport Li et al. setting (8:1:1)

64.36Accuracy

6

Feb 26, 2026

Europe-Airport (8:1:1)

58.41Accuracy

6

Feb 26, 2026

Brazil-Airport (8:1:1)

78.61Accuracy

6

Feb 26, 2026

71.68Accuracy

6

Feb 26, 2026

Twitch-gamer (50% 25% 25% fixed splits)

66.26Accuracy

6

Feb 26, 2026

ogbn-papers100M (val)

63.3Accuracy

6

Feb 26, 2026

Reddit (inductive)

97.04Accuracy

6

Feb 26, 2026

Pubmed (inductive)

89.93Accuracy

6

Mar 16, 2026

MAG-Scholar-C (random)

80Accuracy

6

Feb 26, 2026

WD50K triple version (10% labeled)

NodePiece + GNN (no anchors, rels only)

98.4ROC AUC

6

Feb 26, 2026

WD50K triple (5% labeled)

NodePiece + GNN (no anchors, rels only)

98.4ROC-AUC

6

Feb 26, 2026

CoraFull L/C=60

0.562BS

6

Feb 26, 2026

26.71BS

6

Feb 26, 2026

29.15BS Performance

6

Feb 26, 2026

Page 74 of 87

Popular datasets

Cora Citeseer Pubmed Ogbn-arxiv Chameleon

Follow for updates

Join SOTA2 Contact