Selective Prediction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.65AUSC
10
Feb 26, 2026
0.65AUSC (Critical FNR)
10
Feb 26, 2026
0.51NAURC
9
May 26, 2026
41.1Guaranteed Test Coverage (alpha=0.20)
9
Mar 11, 2026
0.798AUROC
8
Apr 9, 2026
1,384N0/N Count
8
Apr 9, 2026
100Guaranteed Test Coverage (alpha=0.10)
8
Mar 11, 2026
58.5AURC
7
May 26, 2026
73.5Baseline Accuracy
7
Mar 20, 2026
90.6Accuracy (alpha=0.15)
7
Mar 11, 2026
95.5Performance (α=0.10)
7
Mar 11, 2026
92.5Sel-AUC
6
Jun 17, 2026
0.99AUROC
6
Jun 11, 2026
0.972AUROC
6
Jun 11, 2026
1.78SSE
5
Jul 7, 2026
99.7Sel-AUC
5
Jun 17, 2026
94.5Sel-AUC
5
Jun 17, 2026
98.5Sel-AUC
5
Jun 17, 2026
95Sel-AUC
5
Jun 17, 2026
61.4AUC
5
Apr 21, 2026
0.21AUC
5
Apr 21, 2026
39.1AUC
5
Apr 21, 2026
30.68AURC
5
Feb 26, 2026
86.6Sel-AUC
4
Jun 17, 2026
0.886Sel-AUC
4
Jun 17, 2026