Anomaly Segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
70.6AP
20
Apr 14, 2026
91.51AUROC
18
Apr 28, 2026
97.85AUROC
18
Jun 2, 2026
0.82FPR95
18
Feb 26, 2026
3.97FPR95
18
Feb 26, 2026
96.2AUROC
17
Feb 26, 2026
3.3FPR95
17
Mar 5, 2026
96.76AUROC
16
Jun 2, 2026
99.79AUC
16
Feb 26, 2026
97.71AUROC
15
Apr 10, 2026
98.53AUROC
15
Apr 10, 2026
99.2AUC-P
15
Apr 14, 2026
80.4Mean V-AUPRO@1%
15
Apr 3, 2026
0.755Mean V-AUPRO@1%
15
Apr 3, 2026
61.4sIoU
15
Feb 26, 2026
60.4sIoU
15
Feb 26, 2026
75.01AP
14
Jul 7, 2026
96.6AUROC (Pixel-Level)
14
Jul 2, 2026
95.29AP
14
Feb 26, 2026
93.75AP
14
Feb 26, 2026
96.76AP
14
Feb 26, 2026
0.442AP
14
Feb 26, 2026
93.36AUROC
13
Apr 28, 2026
60.4sIoU
13
Mar 4, 2026
0.883AUROC
13
Feb 26, 2026