Expected Calibration Error
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
8ECE (15-bin)
11
Jun 11, 2026
5ECE (15-bin)
11
Jun 11, 2026
1.5ECE (15-bin)
11
Jun 11, 2026
8.58Expected Calibration Error
10
Feb 26, 2026
9.42ECE
10
Feb 26, 2026
34.01Expected Calibration Error
10
Feb 26, 2026
23.28ECE
10
Feb 26, 2026
17.43ECE
10
Feb 26, 2026
22.11ECE
10
Feb 26, 2026
48.08ECE
10
Feb 26, 2026
19.85ECE
10
Feb 26, 2026
2ECE (15-bin)
9
Jun 11, 2026
0.025ECE (15-bin)
9
Jun 11, 2026
45.47Reduction in Error
6
Feb 26, 2026
52.68Reduction in Error
6
Feb 26, 2026
19.76Reduction in Error
6
Feb 26, 2026
43.18Error Reduction
6
Feb 26, 2026
47.71Reduction in Error
6
Feb 26, 2026
54.49Reduction in Error
6
Feb 26, 2026
42.51Reduction in Error
6
Feb 26, 2026
58.76Error Reduction
6
Feb 26, 2026
49.52Reduction in Error
6
Feb 26, 2026
56.36Reduction in Error
6
Feb 26, 2026
48.2Reduction in Error
6
Feb 26, 2026
58.32Error Reduction
6
Feb 26, 2026