Graph Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
72.33BBBP Accuracy
12
Jun 30, 2026
74.68Macro F1
12
Jun 30, 2026
54.18Macro F1
12
Jun 30, 2026
55.26Macro F1
12
Jun 30, 2026
80.8AUROC (%)
12
May 8, 2026
74.08AUROC (%)
12
May 8, 2026
57.5Accuracy
12
May 4, 2026
48.43Accuracy
12
Feb 26, 2026
100Accuracy
12
May 15, 2026
73.2Accuracy
12
Feb 26, 2026
68.2Accuracy
12
Feb 26, 2026
69.16ROC-AUC
12
Feb 26, 2026
0.792Certified Graph Accuracy
12
Feb 26, 2026
77.8Certified Accuracy
12
Feb 26, 2026
0.835AUC
12
Feb 26, 2026
56.4Accuracy
12
Feb 26, 2026
94.4Accuracy
12
Jun 26, 2026
72.838Accuracy
12
Feb 26, 2026
70.93Accuracy
12
Feb 26, 2026
48.18Accuracy
12
Feb 26, 2026
62.13Accuracy
12
Feb 26, 2026
0.858ROC-AUC
12
Feb 26, 2026
0.847ROC AUC
12
Feb 26, 2026
85.56ROC AUC
12
Feb 26, 2026
80.64Accuracy
12
Feb 26, 2026