Graph Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100Accuracy
6
Feb 26, 2026
100Accuracy
6
Feb 26, 2026
32Accuracy
6
Feb 26, 2026
43.7Accuracy
6
Feb 26, 2026
88.4Accuracy
6
Feb 26, 2026
95.96Accuracy
6
Feb 26, 2026
96.04Accuracy
6
Feb 26, 2026
69.76Accuracy
6
Feb 26, 2026
0.792Accuracy
6
Feb 26, 2026
90.69Accuracy
6
Feb 26, 2026
81.2Metal Precision
6
Feb 27, 2026
100Accuracy
5
Jun 11, 2026
96.5Accuracy
5
Jun 11, 2026
8.5Error Rate (%)
5
Jun 1, 2026
0Classification Error Rate
5
Jun 1, 2026
59.67ROC-AUC
5
May 25, 2026
70.09AUC
5
May 13, 2026
81.69AUC
5
May 13, 2026
70.09AUC
5
May 13, 2026
81.69AUC
5
May 13, 2026
82.07Accuracy
5
Feb 26, 2026
96.4Accuracy
5
Feb 26, 2026
86.2AUC-ROC
5
Mar 4, 2026
0.888AUC-ROC
5
Mar 4, 2026
78.6NCI1 Accuracy
5
Feb 26, 2026