Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.418Mean Accuracy
339
Jun 4, 2026
75.97Accuracy
337
Jun 23, 2026
84.61Accuracy
329
Apr 21, 2026
97.02Accuracy
327
Jun 4, 2026
97.63Accuracy
326
May 26, 2026
83.78Accuracy
325
Jun 11, 2026
1.33Miss-classification Rate
322
May 8, 2026
95.84Accuracy
285
Jun 30, 2026
97.59Accuracy
268
Jun 23, 2026
88.09Accuracy
254
Jun 11, 2026
96.13Mean Accuracy
241
Jun 23, 2026
97.96Mean Accuracy
238
Jun 11, 2026
80.1Accuracy
235
May 19, 2026
0.675Macro F1 Score
211
May 22, 2026
98.6Accuracy
205
Jun 2, 2026
97.21Accuracy
201
Jun 1, 2026
96.3Accuracy
198
Jul 1, 2026
57.03Accuracy
196
Jun 8, 2026
95.67Accuracy
186
Jun 11, 2026
96.51Accuracy
175
Jun 2, 2026
93.78Mean Accuracy
169
Apr 1, 2026
94.09Accuracy
167
Jun 2, 2026
90.79Test Accuracy
162
May 29, 2026
0.97ROC AUC
161
Jul 9, 2026
96.5Accuracy
158
Jun 2, 2026