Graph Node Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
64.02F1 Score
11
May 12, 2026
62.03F1 Score
11
May 12, 2026
0.357F1 Score
11
May 12, 2026
7.12F1 Score
11
May 12, 2026
60.22F1 Score
11
May 12, 2026
33.31F1 Score
11
May 12, 2026
64F1 Score
11
May 12, 2026
43.86F1 Score
11
May 12, 2026
39.11Accuracy
7
May 12, 2026
49.47Accuracy
7
May 12, 2026
99.5PR-AUC (C2 Partition)
7
May 8, 2026
12.45Training Time (s)
5
Feb 26, 2026
6.84Avg Training Time (s)
5
Feb 26, 2026
6.74Training Time (s)
5
Feb 26, 2026
4.17Training Time (s)
5
Feb 26, 2026
3.66Average training time (s)
5
Feb 26, 2026
96.1Micro-F1
4
Feb 27, 2026