Selective Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.333AURC
11
Feb 26, 2026
0.122AURC
11
Feb 26, 2026
0.058AURC
11
Feb 26, 2026
14AURC
11
Feb 26, 2026
76.64AUCOC
11
Feb 26, 2026
0.953AU-ARC
10
Feb 26, 2026
94.35AU-ARC
10
Feb 26, 2026
94.87AU-ARC
10
Feb 26, 2026
100Coverage
5
May 26, 2026
0.983AU-ARC
5
Feb 26, 2026
0.516AU-ARC
5
Feb 26, 2026
83.8AU-ARC
5
Feb 26, 2026
99.77AU-ARC
5
Feb 26, 2026
91.39AU-ARC
5
Feb 26, 2026
91.58AU-ARC
5
Feb 26, 2026
6.02AURC
4
Jul 7, 2026
20.19Selective Classification Error
4
Feb 26, 2026
11.93AURC (Avg)
2
Jul 7, 2026