Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
61.46Accuracy
32
Jun 4, 2026
64.86Accuracy
32
Jun 4, 2026
97.3Micro-F1
32
May 14, 2026
86.1Accuracy
32
Jun 11, 2026
91.85Accuracy
32
Jun 11, 2026
97.03ASR
32
Mar 6, 2026
77.18Accuracy
32
May 14, 2026
58.66Accuracy
32
May 12, 2026
0.552Accuracy
32
May 12, 2026
53.04Accuracy
32
May 12, 2026
96.8Accuracy
32
Mar 4, 2026
67.08Micro F1
32
Feb 26, 2026
12.8Micro F1
32
Feb 26, 2026
20.3Micro F1
32
Feb 26, 2026
28.62Micro F1
32
Feb 26, 2026
79.67Micro F1
32
Feb 26, 2026
53.56Micro F1
32
Feb 26, 2026
73.2Accuracy
32
Mar 4, 2026
79.2Accuracy
32
Mar 4, 2026
97.91Accuracy
31
Mar 10, 2026
96.09Accuracy
31
Apr 13, 2026
92.27Accuracy
31
Jun 2, 2026
48.28F1 Score (macro)
31
Jun 4, 2026
90.26Mean Accuracy
31
Feb 26, 2026
0.908ROC AUC
31
Feb 26, 2026