Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
88.49Accuracy
88
Feb 26, 2026
89.4Accuracy
88
Jun 1, 2026
85.52Accuracy
86
Jun 19, 2026
85.35Accuracy
86
Apr 13, 2026
66.71Macro F1 Score
86
Jul 7, 2026
94.79Macro-F1
86
Jul 7, 2026
93Accuracy
85
Mar 5, 2026
75.5Accuracy
84
Feb 26, 2026
86.3Accuracy
84
Feb 26, 2026
89Accuracy
83
Jun 30, 2026
87.23Accuracy
81
Mar 16, 2026
93.43Macro F1 Score
80
Feb 26, 2026
98.2Accuracy
79
Jun 23, 2026
92.91Accuracy
79
Jun 1, 2026
87.2Accuracy
79
Jun 9, 2026
86.08Accuracy
79
May 20, 2026
92.43Mean Accuracy
78
Mar 31, 2026
86.46Accuracy
78
Mar 11, 2026
94.86Accuracy
78
May 12, 2026
84.14Accuracy
77
Jul 1, 2026
47.65Clean Accuracy
76
May 12, 2026
93.68Accuracy (%)
74
Jul 3, 2026
73.53Mean Accuracy
74
Feb 26, 2026
90.11Balanced Accuracy
72
Mar 18, 2026
76.08Accuracy
72
Mar 11, 2026