MPDD
Benchmarks
TaskDatasetSOTA resultTrendResults
MPDD Hard
84.9Image AUROC
8
MPDD
95.8P-AUROC
8
MPDD
98.3mAUC
8
MPDD Industrial (test)
78.1AUROC
8
MPDD Industrial (test)
97AUROC
8
MPDD 60 (test)
96.2Image AUROC
8
MPDD
395.062FPS
7
MPDD (test)
81.8I-AUROC
7
MPDD
98.2Pixel AUROC
7
MPDD
71.8AUROC
6
MPDD
75.6AUROC
6
MPDD (test)
99.4Bracket Black
6
MPDD zero-shot
90.4Precision (zero-shot)
5
MPDD
77I-AUC
5
MPDD
78.2F1-score
4
MPDD
95.4Anomaly Recall
4
MPDD 29
0.634ROC Index
4
MPDD
46.7Accuracy
4
MPDD k=8 (test)
69.7Bracket Black Score
3
MPDD k=4 (test)
63.8AUC (bracket black)
3
MPDD k=2 (test)
63.3Bracket Black
3
MPDD
60.9mAP
2