Graph property prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98.4ROC AUC
116
Jun 17, 2026
0.849ROC-AUC
109
Apr 14, 2026
94.3ROC-AUC
102
Apr 14, 2026
70.12ROC AUC
100
Jun 17, 2026
0.71ROC-AUC
95
Apr 14, 2026
0.85ROC-AUC
95
Apr 14, 2026
88.75ROC-AUC
87
Feb 26, 2026
84.9ROC-AUC
71
Jul 1, 2026
22.22F1
57
Feb 26, 2026
0.122MAE
48
Feb 26, 2026
82.58Accuracy
27
Feb 26, 2026
18.5F1 Score
25
Feb 26, 2026
0.058MAE
16
Feb 26, 2026
29.3AP
15
Apr 28, 2026
0.07MAE
15
Feb 26, 2026
71.75ROC AUC
15
Feb 26, 2026
0.83AUROC
14
Feb 26, 2026
0.139MAE
10
Jul 1, 2026
33.16F1 Score
8
Feb 26, 2026
19.37F1 Score
7
Feb 26, 2026
77.52Accuracy
7
Feb 26, 2026
74.84Accuracy
7
Feb 26, 2026
27.61ROC-AUC
7
Feb 26, 2026
0.289ROC-AUC
7
Feb 26, 2026
78.28ROC-AUC
7
Feb 26, 2026