Anomaly Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
94.5Precision
5
Feb 26, 2026
89.5AUROC (Class-level)
5
Feb 26, 2026
0.947AUROC (Class-level)
5
Feb 26, 2026
0.985AUROC (Class-level)
5
Feb 26, 2026
1AUROC (Class-level)
5
Feb 26, 2026
0.669AUROC (Class-level)
5
Feb 26, 2026
93.83Accuracy
5
Feb 26, 2026
99.3Acc
5
Apr 13, 2026
0.948AUROC
5
Feb 26, 2026
93.8AUROC
5
Feb 26, 2026
98.4AUROC
5
Feb 26, 2026
0.31Dice Score
5
Feb 26, 2026
32Dice Score
5
Feb 26, 2026
37Dice Score
5
Feb 26, 2026
34Dice Score
5
Feb 26, 2026
33Dice Score
5
Feb 26, 2026
0.36Dice Score
5
Feb 26, 2026
3,872Training Memory (MB)
5
Feb 26, 2026
45.89F1 Score (Max)
5
Feb 26, 2026
68.5AUC
5
Feb 26, 2026
187.117Throughput (TPS)
5
Feb 26, 2026
0.997I-AUROC (Textures)
5
Feb 26, 2026
89.3AUROC
5
Feb 26, 2026
0.993AUC
5
Feb 26, 2026
97.1AUC
5
Feb 26, 2026