Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
92.7Accuracy
28
May 14, 2026
58.2Accuracy
28
Feb 26, 2026
77.92Macro F1
28
Jun 30, 2026
84.99Accuracy
28
May 8, 2026
88.67Accuracy
28
May 8, 2026
83.65Accuracy
28
May 8, 2026
76.88Accuracy
28
Feb 26, 2026
45.08Accuracy
28
Feb 26, 2026
43.06Accuracy
28
Feb 26, 2026
37.69Accuracy
28
Feb 26, 2026
0.948ROC AUC
28
Feb 26, 2026
81.11Accuracy
28
Feb 26, 2026
93.13Macro F1
28
Apr 20, 2026
60.27Macro F1 Score
28
Apr 20, 2026
50.7Accuracy
27
Jun 4, 2026
58.54Accuracy
27
Jun 4, 2026
62.31Accuracy
27
Jun 4, 2026
65.09F1 Score
27
May 27, 2026
70.3Accuracy
27
Apr 8, 2026
85.35Accuracy
27
May 13, 2026
90.16Accuracy
27
Mar 5, 2026
94.35Macro F1
27
Feb 26, 2026
72.33Macro F1
27
Feb 26, 2026
95.27Macro F1
27
Feb 26, 2026
72.87Accuracy (0% Perturbation)
27
Mar 11, 2026