Anomaly Segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.991AUROC (Pixelwise)
114
Jun 29, 2026
99.4AUROC (Pixel)
96
Jun 16, 2026
0.983AUROC
74
Jul 2, 2026
0.7FPR95
74
Mar 5, 2026
99.45AUC
74
Feb 26, 2026
0.008FPR95
67
Jul 7, 2026
98.4Average Pixel AUROC
66
Jun 30, 2026
0.81FPR@95
61
Feb 26, 2026
96.35P-AUPRO
60
Jun 24, 2026
98.9P-AUROC
59
Jun 16, 2026
6.92FPR95
47
Feb 26, 2026
99.81AUC
45
Feb 26, 2026
99.6Mean Score
40
Jun 29, 2026
0.981AUC
39
Feb 26, 2026
97.2AUROC-segm
34
Feb 26, 2026
91.77AUPRO
30
Jul 2, 2026
0.977AUROC
28
Apr 3, 2026
0.29FPR95
28
Feb 26, 2026
99.4AUROC
27
Feb 26, 2026
99.7AUROC
26
Mar 4, 2026
85.42AP
23
Jul 7, 2026
76.6AP
22
Mar 4, 2026
94.4AuPRC
22
Mar 4, 2026
95.1AuPRC (%)
22
Mar 4, 2026
0.98Bagel
21
Feb 26, 2026