Confidence calibration
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1.28ECE
9
Feb 26, 2026
6.08ECE
9
Feb 26, 2026
1.88ECE
9
Feb 26, 2026
0.116ECE
7
May 21, 2026
0.127ECE
7
May 21, 2026
7.6ECE
7
May 21, 2026
0.098ECE
7
May 21, 2026
0.165ECE
7
May 21, 2026
0.065Expected Calibration Error
7
Mar 4, 2026
0.031ECE
7
Feb 26, 2026
0.102ECE
7
Feb 26, 2026
6.8ECE
7
Feb 26, 2026
2.05ECE
6
Feb 26, 2026
5.26ECE (KDE)
3
May 22, 2026
1.04ECEKDE
3
May 22, 2026
2Computational Cost (Generations Factor)
1
May 19, 2026