Failure Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
13E-AURC
48
Apr 1, 2026
18E-AURC
48
Apr 1, 2026
0.06E-AURC
48
Apr 1, 2026
11E-AURC
48
Apr 1, 2026
0.05E-AURC
48
Apr 1, 2026
14E-AURC
48
Apr 1, 2026
679.48AURC Score
39
Feb 26, 2026
369.86AURC
39
Feb 26, 2026
0.097Brier Score
37
Apr 23, 2026
0.061Brier Score
37
Apr 23, 2026
13E-AURC
32
Apr 1, 2026
32E-AURC
32
Apr 1, 2026
0.37E-AURC
32
Apr 1, 2026
0.33E-AURC
32
Apr 1, 2026
89.2bACC
28
Jun 1, 2026
88.5bACC
28
Jun 1, 2026
100TPR
19
Mar 13, 2026
100TPR
19
Mar 13, 2026
100TPR
19
Mar 13, 2026
1AUROC
16
Apr 1, 2026
0.94AUROC
16
Apr 1, 2026
0.79AUROC
16
Apr 1, 2026
0.77AUROC
16
Apr 1, 2026
0.96AUROC
16
Apr 1, 2026
100AUROC
16
Apr 1, 2026