Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
88.7Accuracy (%)
14
Jun 4, 2026
79.4Accuracy
14
Jun 9, 2026
98.01Accuracy
14
Jun 2, 2026
80.63Mean Accuracy
14
May 27, 2026
73.21Mean Accuracy
14
May 27, 2026
72.94Mean Accuracy
14
May 27, 2026
67.18Accuracy
14
May 26, 2026
87.8Accuracy
14
May 14, 2026
88.32F1-Macro
14
May 14, 2026
40.77US→CN Accuracy
14
May 12, 2026
40.9Macro-F1
14
May 11, 2026
27.9Macro-F1
14
May 11, 2026
2.53Misclassification Rate
14
May 8, 2026
3.07Misclassification Rate
14
May 8, 2026
6.93Misclassification Rate
14
May 8, 2026
6.27Misclassification Rate
14
May 8, 2026
34.99Macro F1 Score
14
May 7, 2026
74.8Accuracy
14
May 13, 2026
88.92Af
14
Apr 6, 2026
65.69Micro-F1
14
Mar 10, 2026
81.82Micro F1 Score
14
Mar 10, 2026
68.51Mean Accuracy
14
Feb 26, 2026
80.83Mean Accuracy
14
Feb 26, 2026
57.8Accuracy
14
Feb 26, 2026
68.58Micro-F1
14
Feb 26, 2026