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Graph property detection research benchmarks · SOTA2 Research

Graph property detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tree Huge synthetic (test)

95F1 Score

17

Feb 26, 2026

Tree Large synthetic (test)

97F1 Score

17

Feb 26, 2026

Tree Small synthetic (test)

98F1 Score

17

Feb 26, 2026

Claw Huge House of Graphs (test)

94F1 Score

17

Feb 26, 2026

Claw Large House of Graphs (test)

95F1 Score

17

Feb 26, 2026

Claw Small House of Graphs (test)

96F1 Score

17

Feb 26, 2026

Planar Huge House of Graphs (test)

94F1 Score

17

Feb 26, 2026

Planar Large House of Graphs (test)

95F1 Score

17

Feb 26, 2026

Planar Medium House of Graphs (test)

99F1 Score

17

Feb 26, 2026

Planar Small House of Graphs (test)

92F1 Score

17

Feb 26, 2026

Ham Huge House of Graphs (test)

93F1 Score

17

Feb 26, 2026

Ham Large House of Graphs (test)

95F1 Score

17

Feb 26, 2026

Ham Medium House of Graphs (test)

98F1 Score

17

Feb 26, 2026

Ham Small House of Graphs (test)

94F1 Score

17

Feb 26, 2026

Popular datasets

Ham Planar Tree Claw

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