Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.307BS
6
Feb 26, 2026
0.414BS
6
Feb 26, 2026
43.68BS
6
Feb 26, 2026
0.412BS
6
Feb 26, 2026
0.218BS
6
Feb 26, 2026
65.11F1 Score
6
Feb 26, 2026
68.6F1 Score
6
Feb 26, 2026
85.09Accuracy (0% Perturbation)
6
Feb 26, 2026
88.19Accuracy (0% Ptb)
6
Feb 26, 2026
96.33Accuracy (0% Ptb)
6
Feb 26, 2026
82.92Accuracy (0% Ptb)
6
Feb 26, 2026
82.28Accuracy
6
Feb 26, 2026
82.29Accuracy
6
Feb 26, 2026
71Accuracy
6
Feb 26, 2026
50.81F1 Score
5
Jun 17, 2026
86.5F1 Score
5
Jun 5, 2026
82.03Mean Test Accuracy
5
Jun 4, 2026
87.97Mean Test Accuracy
5
Jun 4, 2026
87.48AUPRC
5
May 29, 2026
17AUPRC
5
May 29, 2026
2.47AUPRC (%)
5
May 29, 2026
70.8Accuracy (Clean)
5
May 25, 2026
38Performance (Sales Group)
5
May 18, 2026
79AUC-ROC
5
May 18, 2026
73.5Accuracy
5
Apr 24, 2026