Graph Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
19.36Average Accuracy
16
Jul 7, 2026
25.73Average Accuracy
16
Jul 7, 2026
89.16Accuracy
16
Jun 4, 2026
90.37Accuracy
16
Jun 4, 2026
91.75Accuracy
16
Jun 4, 2026
93.73Accuracy
16
Jun 4, 2026
59.5Accuracy
16
May 5, 2026
0.814AUC
16
Feb 26, 2026
96.24Accuracy
16
Feb 26, 2026
0.791ROC AUC
16
Jun 23, 2026
73.7Accuracy
16
Apr 3, 2026
83.68Accuracy
16
Mar 19, 2026
66.6Accuracy
16
Feb 26, 2026
72.11Overall Average Score
15
Jun 2, 2026
72.77Edge Average
15
Jun 2, 2026
71.81Average Nodes
15
Jun 2, 2026
66.3Accuracy (P→D)
15
Jun 2, 2026
75.8Performance (M0→M1)
15
Jun 2, 2026
77.1Performance (M0→M1)
15
Jun 2, 2026
69.6F-score (F0→F1)
15
Jun 2, 2026
72.7Accuracy
15
Jun 2, 2026
62.2Accuracy
15
Jun 2, 2026
60.5Accuracy
15
Jun 2, 2026
60.9Accuracy
15
Jun 2, 2026
79.6Accuracy
15
Jun 2, 2026