Out-of-Distribution Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.86AUROC
35
Feb 26, 2026
99.77AUROC
35
Apr 28, 2026
87.7AUROC
34
Mar 20, 2026
0.121FPR
34
Feb 26, 2026
11.24FPR
34
Feb 26, 2026
100TNR @ TPR 95%
34
Feb 26, 2026
1AUROC
33
May 21, 2026
22.37FPR95
32
May 25, 2026
29.8FPR95
32
Jun 17, 2026
100AUROC
32
Apr 1, 2026
0.002Latency (s)
32
Feb 26, 2026
91.6Mean AUROC
32
Feb 26, 2026
99.9AUROC
31
Feb 26, 2026
99.5AUROC
31
Apr 13, 2026
97.67AUROC
30
May 27, 2026
0.975AUROC
30
Apr 7, 2026
95.58AUROC (%)
29
Apr 30, 2026
88.9AUC (DTD)
28
May 27, 2026
99.6DTD AUC
28
May 27, 2026
10.27FPR@95
28
Jun 25, 2026
0.47FPR@95
28
Jun 25, 2026
10.94FPR@95
28
Jun 25, 2026
0.995ROC AUC
28
Apr 13, 2026
0.99AUROC
28
Feb 26, 2026
99.12AUROC
28
Feb 27, 2026