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Papers Benchmarks Datasets Tasks

Graph Classification research benchmarks – Page 12 · SOTA2 Research

Graph Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FRANKENSTEIN F1→F2 (edge density shift)

66.2Accuracy

15

Jun 2, 2026

FRANKENSTEIN F3→F0 (edge density shift)

65.5Accuracy

15

Jun 2, 2026

FRANKENSTEIN F0→F3 (edge density shift)

61.3Accuracy

15

Jun 2, 2026

FRANKENSTEIN F2→F0 (edge density shift)

75.5Accuracy

15

Jun 2, 2026

FRANKENSTEIN F0→F2 (edge density shift)

65.8Accuracy

15

Jun 2, 2026

FRANKENSTEIN F1→F0 (edge density shift)

76Accuracy

15

Jun 2, 2026

89.08Accuracy

15

Feb 26, 2026

93.86Accuracy

15

Feb 26, 2026

FRANKENSTEIN node density (F3→F2 shift)

63.7Accuracy

15

Feb 26, 2026

FRANKENSTEIN F3→F1 shift node density

67.9Accuracy

15

Feb 26, 2026

FRANKENSTEIN node density (F3→F0 shift)

62.2Accuracy

15

Feb 26, 2026

FRANKENSTEIN F2→F3 shift node density

62.1Accuracy

15

Feb 26, 2026

FRANKENSTEIN F2→F1 shift node density

68.8Accuracy

15

Feb 26, 2026

FRANKENSTEIN F2→F0 shift node density

65.7Accuracy

15

Feb 26, 2026

FRANKENSTEIN node density (F1→F3 shift)

63.1Accuracy

15

Feb 26, 2026

FRANKENSTEIN F1→F2 shift node density

64.4Accuracy

15

Feb 26, 2026

FRANKENSTEIN F1→F0 shift node density

65.6Accuracy

15

Feb 26, 2026

FRANKENSTEIN node density (F0→F3 shift)

62.2Accuracy

15

Feb 26, 2026

DD D3→D2 node density shift (test)

80.8Accuracy

15

Feb 26, 2026

DD D3→D1 node density shift (test)

0.812Accuracy

15

Feb 26, 2026

DD D3→D0 node density shift (test)

63.7Accuracy

15

Feb 26, 2026

DD D2→D3 node density shift (test)

83.7Accuracy

15

Feb 26, 2026

DD D2→D1 node density shift (test)

62.5Accuracy

15

Feb 26, 2026

DD D2→D0 node density shift (test)

80.8Accuracy

15

Feb 26, 2026

DD D1→D3 node density shift (test)

86.5Accuracy

15

Feb 26, 2026

Page 12 of 30

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DD IMDB PROTEINS FRANKENSTEIN NCI1

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