Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
84.97Macro F1
37
May 18, 2026
75.22Accuracy
37
May 12, 2026
56Accuracy
37
Feb 26, 2026
83.8Accuracy
37
Jun 23, 2026
76.5Accuracy
37
Feb 26, 2026
71.1Accuracy
37
Feb 26, 2026
73.4Accuracy
37
Mar 31, 2026
83.8Accuracy
37
Feb 26, 2026
68.14AUROC
36
Feb 26, 2026
80.23Accuracy
36
May 26, 2026
90.75Accuracy
36
Jun 11, 2026
0.785Accuracy
36
Feb 26, 2026
73.2Accuracy
36
Feb 26, 2026
92.81Accuracy
36
May 13, 2026
93.4Accuracy
35
Jun 2, 2026
97.5AUC
35
Feb 26, 2026
95.8Accuracy
35
Jun 25, 2026
80.7Average Accuracy
35
Jul 1, 2026
41.8Accuracy
35
Feb 26, 2026
86.4Accuracy
35
Feb 26, 2026
88.83Accuracy
35
Feb 26, 2026
68.34Accuracy
35
Feb 26, 2026
86.87Accuracy
35
Jun 26, 2026
1Average Rank
34
May 8, 2026
78.78AUC-ROC
34
May 29, 2026