Node Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
65.17Average F1
8
May 27, 2026
70.56Accuracy
8
May 19, 2026
100Accuracy
8
May 12, 2026
99.9Accuracy
8
May 12, 2026
77.11ROC-AUC
8
May 8, 2026
76.89ROC-AUC
8
May 8, 2026
88.3ROC-AUC
8
May 8, 2026
56.26Accuracy
8
May 8, 2026
39.57Accuracy
8
May 8, 2026
39.6Accuracy
8
May 8, 2026
54.58Accuracy
8
May 8, 2026
57.05Accuracy
8
May 8, 2026
56.43Accuracy
8
May 6, 2026
74.12Accuracy
8
May 6, 2026
74.12Accuracy
8
May 6, 2026
74.12Accuracy
8
May 6, 2026
74.12Accuracy
8
May 6, 2026
74.12Accuracy
8
May 6, 2026
74.12Accuracy
8
May 6, 2026
55.99Accuracy
8
Apr 23, 2026
87.01Accuracy
8
Apr 23, 2026
0.691Accuracy
8
Apr 23, 2026
82.06Accuracy
8
Apr 23, 2026
94.31Macro-F1
8
Apr 20, 2026
72.53Accuracy
8
Apr 7, 2026