Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
79.5Accuracy
5
Apr 24, 2026
81.4Accuracy
5
Apr 24, 2026
72Micro-F1
5
Apr 13, 2026
54Micro-F1
5
Apr 13, 2026
89Micro-F1
5
Apr 13, 2026
62Micro F1
5
Apr 13, 2026
83Micro-F1
5
Apr 13, 2026
87.5AUC
5
Apr 2, 2026
70.76Worst Case Accuracy
5
Mar 31, 2026
21.6Accuracy
5
Mar 25, 2026
24.29Accuracy
5
Mar 25, 2026
23.53Accuracy
5
Mar 25, 2026
24.59Accuracy
5
Mar 25, 2026
74.99Accuracy
5
Mar 25, 2026
59.95Accuracy
5
Mar 25, 2026
92.61Accuracy
5
Mar 25, 2026
75.35bAcc.
5
Mar 18, 2026
65.63bAcc
5
Mar 18, 2026
78.33Balanced Accuracy
5
Mar 18, 2026
77.11Balanced Accuracy (bAcc)
5
Mar 18, 2026
59.77bAcc
5
Mar 18, 2026
73.47bAcc.
5
Mar 18, 2026
-5.47Rel. ROC-AUC Degradation (5% Del)
5
Feb 26, 2026
0.666Accuracy
5
Feb 26, 2026
69.57Accuracy
5
Feb 26, 2026