Transductive Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91Accuracy
95
Feb 26, 2026
89.77Accuracy
72
Feb 26, 2026
77.99Accuracy
61
Feb 26, 2026
81.5Mean Accuracy
37
Feb 26, 2026
71.7Mean Classification Accuracy
20
Feb 26, 2026
67.9Accuracy
20
Feb 26, 2026
76.5Mean Accuracy
20
Feb 26, 2026
0.508Mean Accuracy
17
Feb 26, 2026
77.4Accuracy
17
Feb 26, 2026
67.6Accuracy
17
Feb 26, 2026
98.82AUC-ROC
15
Jun 4, 2026
86.73AUC-ROC
14
Jun 4, 2026
79.21Accuracy
12
Feb 26, 2026
74.43Accuracy
12
Feb 26, 2026
0.833Accuracy
12
Feb 26, 2026
68.5Accuracy
9
Feb 26, 2026
70.95Accuracy
8
Feb 26, 2026
60.04Accuracy
8
Feb 26, 2026
77.44Accuracy
8
Feb 26, 2026
79.62Accuracy
8
Feb 26, 2026
5.14RApre
8
Feb 26, 2026
0.05RApre
8
Feb 26, 2026
4.58RApre
8
Feb 26, 2026
5.28RApre (%)
8
Feb 26, 2026
81.87Accuracy
7
Feb 26, 2026