Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.7ROC-AUC (Breakfast box)
17
Feb 26, 2026
97Pixel-level AUROC
17
Jul 3, 2026
67.2AP
17
Feb 27, 2026
0.887AUC-ROC
17
Apr 21, 2026
0.02Running Time (s)
17
Feb 26, 2026
2.1Running Time (s)
17
Feb 26, 2026
1R-R Score
16
Jun 23, 2026
100R-R
16
Jun 23, 2026
1R-R
16
Jun 23, 2026
95.4R-R
16
Jun 23, 2026
51.7R-R
16
Jun 23, 2026
49.6Recall-Recall
16
Jun 23, 2026
48R-R Score
16
Jun 23, 2026
47.8R-R Score
16
Jun 23, 2026
0.982R-R Score
16
Jun 23, 2026
99.6R-R Score
16
Jun 23, 2026
72.5R-R Score
16
Jun 23, 2026
73.3R-R Score
16
Jun 23, 2026
29.8Recall Rate (RR)
16
Jun 23, 2026
50.5Recall Rate (R-R)
16
Jun 23, 2026
46.1R-R
16
Jun 23, 2026
24.1R-R Score (MSL)
16
Jun 23, 2026
100R-R Score
16
Jun 23, 2026
90.7R-R Score
16
Jun 23, 2026
42.4R-R
16
Jun 23, 2026