Misclassification Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
81.6ROC-AUC
31
Apr 7, 2026
99.8AUROC
31
May 26, 2026
0.982AUROC
27
Feb 26, 2026
167.53AURC
27
May 26, 2026
0.937AUROC
26
Feb 26, 2026
100AUPR Succ
15
May 26, 2026
97.78AUPR (Confidence)
14
May 26, 2026
95.2AUROC
14
May 21, 2026
0.97AUROC
13
Feb 26, 2026
0.818ROC-AUC
12
Feb 26, 2026
99.51AUROC
11
Jul 9, 2026
99.53AUROC
11
Jul 9, 2026
89.92AUROC
11
Jul 9, 2026
85.71AUROC
11
Jul 9, 2026
85.24AUROC
11
Jul 9, 2026
86.28AUROC
11
Jul 9, 2026
68.2ROC AUC
11
Apr 7, 2026
88.2AUROC
11
Feb 26, 2026
88.76AUPR
10
May 26, 2026
88.5ROC-AUC
10
Apr 7, 2026
81.6ROC-AUC
10
Apr 7, 2026
63.9ROC-AUC
10
Apr 7, 2026
88.8ROC-AUC (Misclassification Detection)
10
Apr 7, 2026
89.1ROC-AUC
10
Apr 7, 2026
93AUROC (%)
10
Feb 26, 2026