Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
75.3Accuracy
70
Jun 4, 2026
0Miss-classification Rate
70
May 8, 2026
20.93Miss-classification Rate
70
May 8, 2026
87.98Accuracy
70
Feb 26, 2026
79.56Accuracy
70
May 28, 2026
96.72Accuracy
68
Jul 7, 2026
78.02Mean Accuracy (%)
66
Mar 11, 2026
87.84Mean Accuracy
66
Mar 11, 2026
92.54Mean Accuracy
66
Mar 11, 2026
82.2Accuracy
66
Mar 4, 2026
38.58Accuracy
65
May 12, 2026
96.7AUC
65
Feb 26, 2026
79.7Accuracy
65
Jun 11, 2026
90.96Accuracy
64
Jul 1, 2026
0.784Accuracy
63
Jun 19, 2026
96.23Accuracy
63
Jun 8, 2026
87.19Median Accuracy
62
Jun 11, 2026
91.98Accuracy
62
May 12, 2026
96.72Accuracy
62
Mar 11, 2026
0.892ROC-AUC
62
Mar 11, 2026
96.8Accuracy
61
Jun 2, 2026
75.25Accuracy
61
Feb 26, 2026
16Misclassification Rate
60
May 8, 2026
77.3Accuracy
60
Mar 11, 2026
84.6Accuracy
60
Mar 11, 2026