Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
47.3Accuracy
4
Feb 26, 2026
38Accuracy
4
Feb 26, 2026
37.6Accuracy
4
Feb 26, 2026
42.7Accuracy
4
Feb 26, 2026
60.3Accuracy
4
Feb 26, 2026
64.89Avg Accuracy
4
Feb 26, 2026
3Avg Model Evaluations
4
Feb 26, 2026
32.8Avg Model Evaluations
4
Feb 26, 2026
81.14Accuracy
4
Feb 26, 2026
53.8F1 Score
4
Feb 26, 2026
54F1 Score
4
Feb 26, 2026
96.2F1 Score
4
Feb 26, 2026
97.9F1 Score
4
Feb 26, 2026
75F1 Score
4
Feb 26, 2026
91F1 Score
4
Feb 26, 2026
51.1F1 Score
4
Feb 26, 2026
51.6F1 Score
4
Feb 26, 2026
80.2F1 Score
4
Feb 26, 2026
98.9F1 Score
4
Feb 26, 2026
71.2F1 Score
4
Feb 26, 2026
96.3F1 Score
4
Feb 26, 2026
40.94F1-Macro
4
Feb 26, 2026
14.33F1-Macro
4
Feb 26, 2026
20.08F1-Macro
4
Feb 26, 2026
0.223Macro F1
4
Feb 26, 2026