Node Classification Calibration
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
51.54Brier Score
12
Feb 26, 2026
6.12Brier Score
12
Feb 26, 2026
10.14Brier Score
12
Feb 26, 2026
11.35Brier Score
12
Feb 26, 2026
16.61Brier Score
12
Feb 26, 2026
20.05Brier Score
12
Feb 26, 2026
40.44Brier Score
12
Feb 26, 2026
25.31Brier Score
12
Feb 26, 2026
0.82KDE-ECE
12
Feb 26, 2026
1.06KDE-ECE
12
Feb 26, 2026
2.79KDE ECE
12
Feb 26, 2026
3.56KDE ECE
12
Feb 26, 2026