Out-of-Distribution Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
88.94AUROC
42
Apr 28, 2026
12.22FPR@95
42
Jul 8, 2026
87.09AUROC
41
Apr 13, 2026
87.57AUROC
41
Apr 13, 2026
20.95FPR95
41
Feb 27, 2026
89.36AUROC
40
May 27, 2026
98.9AUROC (COCO)
40
Mar 20, 2026
99.66AUROC (COCO)
40
Mar 20, 2026
97.37AUROC (COCO)
40
Mar 20, 2026
21.97FPR@95
40
Feb 26, 2026
96.7AUROC
39
Feb 26, 2026
0.865AUROC
39
Feb 26, 2026
490.21AURC
39
Feb 26, 2026
18.64FPR@95
39
Feb 26, 2026
97.6AUROC
38
May 28, 2026
99.84AUROC (%)
38
Jul 8, 2026
0.997AUC
38
May 28, 2026
37.51FPR@95%TPR
36
May 15, 2026
96.2Average AUROC
36
May 13, 2026
96AUROC
36
Feb 26, 2026
5.43FPR95
36
Jul 8, 2026
100AUROC
36
Feb 26, 2026
98AUROC
36
Feb 26, 2026
91.3Near-OOD AUROC
35
May 19, 2026
97.99AUROC
35
Feb 27, 2026