BTAD
Benchmarks
TaskDatasetSOTA resultTrendResults
BTAD
98.4Average Pixel AUROC
66
BTAD
96.5Image-level AUROC
63
BTAD
97.6AUROC
54
BTAD
95.8Average Image-level AUROC
45
BTAD
98.4AUROC
44
BTAD (test)
0.878Mean PRO
43
BTAD
96AUROC
41
BTAD (test)
99.9Image AUROC
36
BTAD
86.1PRO
33
BTAD
98.4AUROC
29
BTAD (test)
98Avg Pixel AUROC
24
BTAD
98.5Clean AUROC
22
BTAD
98.9ROC AUC (Pixel)
18
BTAD
97Pixel-level AUROC
17
BTAD
0.975AUROC
15
BTAD (test)
0.956Average AUROC
13
BTAD
99PR-AUC
12
BTAD Few-shot-8 setting
93.2Image AUROC
10
BTAD Separate setting
95.9Image AUROC
10
BTAD 03
84.6AP
10
BTAD 02
85.2AP
10
BTAD 01
82.2AP
10
BTAD 4-shot
95.7Image F1 Score
9
BTAD 2-shot
95.4F1 Score (Image)
9
BTAD 1-shot
94.6Image F1 Score
9