Graph Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
82.77Accuracy
18
Jun 4, 2026
70.98Micro-F1
18
May 26, 2026
64.99Micro-F1 Score
18
May 26, 2026
73.15ROC-AUC
18
May 22, 2026
71.06Accuracy
18
Mar 19, 2026
92.4Accuracy
18
Mar 19, 2026
76.14Accuracy
18
Mar 19, 2026
70.04ROC-AUC
18
Apr 20, 2026
0.799ROC-AUC
18
Feb 26, 2026
70.07Tox21 Accuracy
17
Jun 17, 2026
52.64Accuracy
17
Mar 19, 2026
100Accuracy
17
May 15, 2026
100Accuracy
17
Feb 26, 2026
68.41Test Accuracy
17
Feb 26, 2026
69.71Test Accuracy
17
Feb 26, 2026
69.52Test Accuracy
17
Feb 26, 2026
77.12Accuracy (Test)
17
Feb 26, 2026
0.89AUC
17
Feb 26, 2026
0.92AUC
17
Feb 26, 2026
36.37Accuracy
17
Feb 26, 2026
0.33MCC
17
Feb 26, 2026
0.4MCC
17
Feb 26, 2026
0.37MCC
17
Feb 26, 2026
0.39MCC
17
Feb 26, 2026
50.1Accuracy
17
Feb 26, 2026