GNN Calibration
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
13,897Negative Log-Likelihood
12
Feb 26, 2026
0.119Negative Log-Likelihood (NLL)
12
Feb 26, 2026
2,128NLL (x10^-2)
12
Feb 26, 2026
0.264NLL
12
Feb 26, 2026
0.365NLL
12
Feb 26, 2026
0.86NLL
12
Feb 26, 2026
0.559NLL
12
Feb 26, 2026
0.42ECE
12
Feb 26, 2026
0.81ECE
12
Feb 26, 2026
1.39ECE
12
Feb 26, 2026
0.013ECE
12
Feb 26, 2026