MPDD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MPDD (test)
100Image-level AU-ROC
104
MPDD (test)
0.994Pixel AUROC
81
MPDD
0.983AUROC
74
MPDD
88I-AUROC
63
MPDD
0.996Clean AUROC
62
MPDD
96.3AUROC
36
MPDD 1.0 (test)
99.35Pixel AUROC
29
MPDD 1.0 (test)
100Image AUROC
29
MPDD
94.2P-PRO
27
MPDD
96.7Pixel AUROC
25
MPDD (test)
80.23Accuracy
22
MPDD
98.3Image-level AUROC
21
MPDD
72.7Balanced Accuracy
19
MPDD
99AUROC
19
MPDD
0.989AUROC
16
MPDD
99.2Average P-AUC
16
MPDD
79Image AUC
13
MPDD
97.8AUROC
12
MPDD
95.8AUROC
12
MPDD
98.8P-AUROC
12
MPDD 6 classes
97Image AUROC
10
MPDD 4-shot
88.5I-F1
9
MPDD 2-shot
86.3I-F1
9
MPDD 1-shot
85.5I-F1
9
MPDD few-shot
87.2Image AUROC
9