Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.66Accuracy
153
Jun 2, 2026
94.73Macro F1
152
May 18, 2026
92.97Mean Accuracy
147
Jun 23, 2026
87.93Accuracy
146
Jun 1, 2026
88.48Accuracy
145
May 26, 2026
69.74Accuracy
140
Jun 11, 2026
87.75Accuracy
139
Jul 1, 2026
65.74Accuracy
139
Jun 19, 2026
64.62Accuracy
139
May 15, 2026
39.8Accuracy
139
May 21, 2026
88.77Accuracy
138
Jun 11, 2026
97.82AUROC
134
May 27, 2026
99.62Accuracy
134
Feb 26, 2026
81.586Test Accuracy
132
Jul 1, 2026
86Accuracy
130
Feb 26, 2026
86.23AUROC
128
May 27, 2026
85.11Accuracy
128
Jun 2, 2026
98.83Micro-F1
126
May 14, 2026
90.5F1 (micro)
126
May 19, 2026
89.46Accuracy
125
Jun 19, 2026
75.7Accuracy
121
Feb 26, 2026
96.21Accuracy
120
Jun 1, 2026
99.55ROC AUC
117
Jul 9, 2026
99.03Accuracy
113
May 21, 2026
91.75ROC AUC
113
May 26, 2026