Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.618Accuracy
27
Feb 26, 2026
92.45Accuracy
27
Feb 26, 2026
93.77Accuracy
27
Feb 26, 2026
82.13Accuracy
27
Feb 26, 2026
82.5Test Accuracy (Clean)
26
May 25, 2026
56.05Accuracy
26
Jun 4, 2026
85.62Accuracy
26
May 25, 2026
580Number of Trials
26
Mar 10, 2026
88.42Accuracy
26
May 14, 2026
78.54Accuracy
26
May 13, 2026
85.91AUC
26
Feb 26, 2026
89.98Accuracy
26
Feb 26, 2026
42.66Accuracy
26
Feb 26, 2026
68.93Accuracy
26
Feb 26, 2026
79.84Accuracy
26
Feb 26, 2026
68.59Accuracy
26
Feb 26, 2026
65.34Micro F1
26
Feb 26, 2026
80Accuracy
26
Feb 26, 2026
62.58Accuracy
25
May 12, 2026
99.82AUROC
25
Feb 26, 2026
99.62AUROC
25
Feb 26, 2026
94.02AUROC
25
Feb 26, 2026
90.28AUROC
25
Feb 26, 2026
0.979AUROC
25
Feb 26, 2026
81.8F1 Score
25
Feb 26, 2026