Confidence Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
4.29ECE
48
May 12, 2026
0.08smECE
21
Jun 9, 2026
0.02smECE
21
Jun 9, 2026
53.88Accuracy
20
Feb 26, 2026
48.27Accuracy
20
Feb 26, 2026
0.186Accuracy
20
Feb 26, 2026
33.87Accuracy
20
Feb 26, 2026
67.2Accuracy
16
Apr 2, 2026
72Accuracy (ACC)
16
Apr 2, 2026
0.78AUROC
14
Jun 1, 2026
0.82AUROC
14
Jun 1, 2026
14.1AURC
13
Mar 19, 2026
6.8AURC
13
Mar 19, 2026
0.605AURC
13
Mar 19, 2026
0.117AURC
13
Mar 19, 2026
61.2AURC
13
Mar 19, 2026
41.8AURC
13
Mar 19, 2026
8.5AURC
13
Mar 19, 2026
0.343AURC
13
Mar 19, 2026
0.089AURC
13
Mar 19, 2026
0.122ECE
13
Feb 26, 2026
0.37ECE
13
Feb 26, 2026
13.63ECE
13
Feb 26, 2026
0.928AUC
11
Jun 24, 2026
0.421Rank Correlation (RK)
11
May 18, 2026