Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.952Accuracy
12
May 19, 2026
82.91Accuracy
12
May 19, 2026
73.16Accuracy
12
May 19, 2026
85.07Accuracy
12
May 19, 2026
49.75Macro-F1
12
May 18, 2026
53.87Macro-F1
12
May 18, 2026
88.47Macro F1 Score
12
May 18, 2026
39.95F1-Macro
12
May 14, 2026
93.09Macro F1
12
May 7, 2026
92.98Accuracy
12
Mar 31, 2026
90.73Accuracy
12
Mar 31, 2026
77.11Balanced Accuracy
12
Mar 18, 2026
59.77Balanced Accuracy
12
Mar 18, 2026
73.47Balanced Accuracy
12
Mar 18, 2026
97.55AUC
12
Mar 5, 2026
91.34AUC
12
Mar 5, 2026
69.8Accuracy
12
Mar 4, 2026
17.6Accuracy
12
Mar 4, 2026
50.7Accuracy
12
Mar 4, 2026
51.8Accuracy
12
Mar 4, 2026
78.95Accuracy
12
Mar 4, 2026
81.13ACC Score
12
Mar 4, 2026
82.66Accuracy
12
Mar 4, 2026
91.14F-Score
12
Feb 26, 2026
99.83F1 Score
12
Feb 26, 2026