Defect Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77F1 Score
75
Apr 28, 2026
97.23AUROC
38
Apr 23, 2026
0.534Defect Rate
21
Feb 26, 2026
3.92# Identifiers
18
Apr 21, 2026
99.89ASR
18
Apr 21, 2026
100Recall Average (RecA)
12
Apr 29, 2026
78.8mAP@.5
7
May 27, 2026
93.7mAP50
6
Feb 26, 2026
94.03AUROC
6
Feb 26, 2026
94.1mAP50
5
Feb 26, 2026
98mAP50
5
Feb 26, 2026
92AUC
4
Jun 15, 2026
87.7S_alpha Score
4
May 26, 2026
87mAP@0.5
4
May 4, 2026
100ASR
4
Feb 26, 2026
35.88ASR
3
Jun 11, 2026
9.26ASR
3
Jun 11, 2026
85.1mAP@0.01
3
Apr 28, 2026
83.3mAP@0.01
3
Apr 28, 2026
84Multi-Pick Precision
3
Feb 26, 2026
83.8mAP50
1
Feb 26, 2026
0.856mAP50
1
Feb 26, 2026
92.9mAP50
1
Feb 26, 2026