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Papers Benchmarks Datasets Tasks

Graph Classification research benchmarks – Page 22 · SOTA2 Research

Graph Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

REDDIT-B (10-fold cross val)

92.4Accuracy

9

Feb 26, 2026

64.9Accuracy

9

Feb 26, 2026

67.5Accuracy

9

Feb 26, 2026

73.4Accuracy

9

Feb 26, 2026

MUV MoleculeNet random (train val test)

Duvenaud et al.

0.798ROC-AUC

9

Feb 26, 2026

HIV MoleculeNet (random train val test)

0.832ROC-AUC

9

Feb 26, 2026

FRANKENSTEIN TUDataset

99.8Accuracy

9

Feb 26, 2026

ENZYMES Cross-domain

35.66Accuracy

8

Jun 4, 2026

66.07Accuracy

8

Jun 4, 2026

76.37Accuracy

8

Jun 4, 2026

73.19Accuracy

8

Jun 4, 2026

35.08Accuracy

8

Jun 4, 2026

81.6Accuracy

8

Jun 4, 2026

PROTEINS 5-shot

71.37Accuracy

8

Jun 4, 2026

63.11Accuracy

8

Jun 4, 2026

69.15Accuracy

8

Jun 4, 2026

60.85Accuracy

8

Jun 4, 2026

74.65Accuracy

8

Jun 4, 2026

73.86Accuracy

8

Jun 4, 2026

29.71Accuracy

8

Jun 4, 2026

80Accuracy

8

Jun 4, 2026

PROTEINS 3-shot

70.49Accuracy

8

Jun 4, 2026

57.49Accuracy

8

Jun 4, 2026

66.95Accuracy

8

Jun 4, 2026

PROTEINS 1-shot

66.98Accuracy

8

Jun 4, 2026

Page 22 of 30

Popular datasets

DD IMDB PROTEINS FRANKENSTEIN NCI1

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