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Papers Benchmarks Datasets Tasks

Graph Interpretation research benchmarks · SOTA2 Research

Graph Interpretation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.83AUC

12

May 11, 2026

SPURIOUS-MOTIF b=0.9

0.895AUC

9

Feb 26, 2026

SPURIOUS-MOTIF b=0.7

0.898AUC

9

Feb 26, 2026

SPURIOUS-MOTIF b=0.5

90.55AUC

9

Feb 26, 2026

88.54AUC

9

Feb 26, 2026

99.6AUC

9

Feb 26, 2026

0.987AUC

9

Feb 26, 2026

ZINC DRD2 v1 (test)

54F- Score

6

Feb 26, 2026

ZINC QED v1 (test)

0.56F- Score

6

Feb 26, 2026

ZINC RLM v1 (test)

50.2F- Score

6

Feb 26, 2026

Spurious-Motif b=0.9 (test)

52Precision@5

4

Feb 26, 2026

Spurious-Motif b=0.7 (test)

51.2Precision@5

4

Feb 26, 2026

Spurious-Motif b=0.5 (test)

53.2Precision@5

4

Feb 26, 2026

0.996ROC AUC

4

Feb 26, 2026

BA-2MOTIFS (test)

0.987ROC AUC

4

Feb 26, 2026

1.02Abs Property Divergence

4

Feb 26, 2026

0.69Absolute Property Divergence

4

Feb 26, 2026

0.34Absolute Property Divergence

4

Feb 26, 2026

0.32Absolute Property Divergence

4

Feb 26, 2026

Popular datasets

SPURIOUS-MOTIF ZINC MUTAG BA-2MOTIFS MNIST

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