Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
92.8Accuracy
11
Feb 26, 2026
81.57Accuracy
11
Feb 26, 2026
93.38ROC-AUC
10
Jun 23, 2026
93.92Accuracy
10
Jun 16, 2026
93.7Accuracy
10
Jun 16, 2026
70.4Accuracy
10
Jun 16, 2026
70.4Accuracy
10
Jun 16, 2026
46.97Accuracy
10
Jun 16, 2026
47.53Accuracy
10
Jun 16, 2026
76.74Accuracy
10
Jun 16, 2026
80.24Accuracy
10
Jun 16, 2026
82.99Accuracy
10
Jun 16, 2026
65.48Accuracy
10
Jun 16, 2026
73.25Accuracy
10
Jun 16, 2026
90.7Accuracy
10
Jun 1, 2026
99.5Accuracy
10
Jun 1, 2026
26.73F1 Score
10
May 22, 2026
5.7Time (s)
10
May 14, 2026
6.14Time (s)
10
May 14, 2026
4.45Time (s)
10
May 14, 2026
5.06Time (s)
10
May 14, 2026
16.43Accuracy
10
Apr 21, 2026
67.34Accuracy
10
Apr 21, 2026
70.18Accuracy
10
Apr 21, 2026
59.04F1 Score (%)
10
Apr 15, 2026