Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
30.3Macro F1
10
Feb 26, 2026
0.318Macro F1
10
Feb 26, 2026
79.08F1 Score
10
Feb 26, 2026
96.92F1 Score
10
Feb 26, 2026
84.5Accuracy
10
Feb 26, 2026
90.6Accuracy
10
Feb 26, 2026
46.7Accuracy
10
Feb 26, 2026
80.8Accuracy
10
Feb 26, 2026
81.9Accuracy
10
Feb 26, 2026
0.714Accuracy
10
Feb 26, 2026
79.02Accuracy
9
Jul 9, 2026
92.77AUC
9
Jun 4, 2026
90.42AUC
9
Jun 4, 2026
17.96Accuracy
9
Jun 4, 2026
88.85Accuracy
9
Jun 4, 2026
66.16F1 Score
9
Jun 1, 2026
72.69F1 Score
9
Jun 1, 2026
70.04AUC-ROC
9
May 26, 2026
88.99AUC-ROC
9
May 26, 2026
85.24Accuracy (RAP 0%)
9
Apr 20, 2026
87.3Macro F1
9
Apr 20, 2026
62.08F1 Score
9
Apr 15, 2026
79.36Accuracy
9
Apr 13, 2026
85.91Accuracy
9
Apr 13, 2026
97.92Accuracy
9
Apr 13, 2026