Anomaly Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.921AUC
4
Feb 26, 2026
0.839Instance AUROC
3
Jun 29, 2026
0.839AUROC (Instance)
3
Feb 26, 2026
98.5AUROC
3
Feb 26, 2026
98.4AUROC
3
Feb 26, 2026
97.5AUROC
3
Feb 26, 2026
92.05AUC
3
Feb 26, 2026
97.85AUC
3
Feb 26, 2026
91.79AUC
3
Feb 26, 2026
98.67Average AUC
3
Feb 26, 2026
84GFLOPs
3
Feb 26, 2026
0.992Pixel AUROC
3
Feb 26, 2026
39.28Dice (FPR 10%)
3
Feb 26, 2026
7.19Dice (FPR 10%)
3
Feb 26, 2026
31.89Dice (FPR 10%)
3
Feb 26, 2026
98.8AUROC
2
Feb 26, 2026
98.2AUROC
2
Feb 26, 2026
0.992Pixel AUROC
2
Feb 26, 2026