Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91.99Accuracy
31
Feb 26, 2026
95.9AP (%)
30
Jul 2, 2026
79.31Macro-F1
30
May 27, 2026
56.8F1 Score
30
Apr 15, 2026
60.19F1 Score
30
Apr 15, 2026
99.5AP
30
Jul 2, 2026
95.4AP
30
Jul 2, 2026
96.6AP
30
Jul 2, 2026
44.61Original Accuracy
30
Mar 20, 2026
84.55Original Accuracy
30
Mar 20, 2026
74.17Original Accuracy
30
Mar 20, 2026
85.24Original Accuracy
30
Mar 20, 2026
85.24Original Accuracy
30
Mar 20, 2026
99.6Accuracy
30
Apr 14, 2026
91.2Accuracy
30
Jun 11, 2026
81.14Mean Accuracy
30
Feb 26, 2026
71.84Accuracy
30
Feb 26, 2026
67.6Accuracy
30
May 12, 2026
80.92Accuracy
30
Feb 26, 2026
38.53OOD Test Accuracy
30
Feb 26, 2026
40.48OOD Test Accuracy
30
Feb 26, 2026
66.41OOD Accuracy
30
Feb 26, 2026
94.87Accuracy
30
Feb 26, 2026
93.24Accuracy
30
Feb 26, 2026
71.38Accuracy
30
Feb 26, 2026