VisA
Benchmarks
TaskDatasetSOTA resultTrendResults
VisA
99.6AUROC
293
VisA (test)
99.5I-AUROC
178
VisA
0.994P-AUROC
127
VisA
99.2AUROC (Image-level)
101
VisA (test)
99.7AP (Image)
89
VisA
98.7AUC
80
VisA (test)
99.9P-AUROC
70
VisA (test)
94.7AUPRO
68
VisA
10IC-LPIPS
62
VisA (test)
98.9P-AUROC
59
VisA
99.7AUROC (Unified)
52
VisA
98.5AUROC
44
ViSA
89Image F1
42
VisA
93.1PRO
41
VisA
98.8AUROC
38
VisA 1.0 (test)
92.6AUROC (cls)
34
VisA 1.0 (test)
97.2AUROC-segm
34
VisA
91.77AUPRO
30
VisA (test)
99.8AUC-P
23
VisA
99AUROC
23
VisA 4-shot
92.6F1-max
23
VisA 1-shot
92.2F1-max
23
VisA
99AUROC
23
VisA
98.8AUROC
21
VisA Few-shot
98.1AUROC
21