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Papers Benchmarks Datasets Tasks

Graph Classification research benchmarks – Page 5 · SOTA2 Research

Graph Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ogbg-molhiv H1→H3

0.708AUC

45

Jun 2, 2026

ogbg-molhiv H1→H2

70.2AUC

45

Jun 2, 2026

ogbg-molhiv H1→H0

71.7AUC

45

Jun 2, 2026

ogbg-molhiv H0→H3

66.2AUC (%)

45

Jun 2, 2026

ogbg-molhiv H0→H2

0.645AUC

45

Jun 2, 2026

ogbg-molhiv H0→H1

64.7AUC

45

Jun 2, 2026

DD D3 → D2 (target)

86.7Accuracy

45

Jun 2, 2026

DD D3 → D1 (target)

87.4Accuracy

45

Jun 2, 2026

DD D3 → D0 (target)

64.3Accuracy

45

Jun 2, 2026

DD D2 → D3 (target)

88Accuracy

45

Jun 2, 2026

DD D2 → D1 (target)

70.1Accuracy

45

Jun 2, 2026

DD D2 → D0 (target)

79.5Accuracy

45

Jun 2, 2026

DD D1 → D3 (target)

0.873Accuracy

45

Jun 2, 2026

DD D1 → D2 (target)

0.814Accuracy

45

Jun 2, 2026

DD D1 → D0 (target)

81.7Accuracy

45

Jun 2, 2026

DD D0 → D3 (target)

0.869Accuracy

45

Jun 2, 2026

DD D0 → D2 (target)

77.5Accuracy

45

Jun 2, 2026

att-Pooling-NLSFs

55.28Accuracy

45

Feb 26, 2026

100Mean Accuracy

45

Feb 26, 2026

67.94F1 Score

44

Feb 26, 2026

86.54Accuracy

44

Feb 26, 2026

95.7Accuracy

44

Feb 26, 2026

PROTEINS TUDataset

90.3Accuracy

44

Feb 26, 2026

Mutagenicity Edge Shift M0→M2

79.1Accuracy

43

Apr 6, 2026

92.4Accuracy

43

Apr 10, 2026

Page 5 of 30

Popular datasets

DD IMDB PROTEINS FRANKENSTEIN NCI1

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