VisA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Visa
85AUROC
6
VisA
0.987I-AUROC
6
VisA
98.8AUROC (seg)
6
VisA Continual multi-category
0.91Candle
6
VisA 60 (test)
0.988Candle
6
VisA
98.6P-AUROC
6
VisA 4-shot (test)
0.891AUROC
6
VisA 2-shot (test)
88.3AUROC
6
VisA 1-shot (test)
0.869AUROC
6
VisA zero-shot
50.3Precision
5
VisA 16-shot
0.948AUROC
5
VisA 8-shot
93.8AUROC
5
VisA 8-1 x 4 with 4 Steps
77.7A-PRO
5
VisA 8-4 with 1 Step
78.9A-PRO
5
VisA 11-1 with 1 Step
82A-PRO
5
VisA 8-1 x 4 with 4 Steps setting
84.7A-AUROC
5
VisA 8-4 with 1 Step setting
85.3A-AUROC
5
VisA 11-1 with 1 Step setting
0.916A-AUROC
5
VisA
73.4Anomaly Recall
4
ViSA 0% Corruptions
0.96I-AUROC
4
VisA 54 (test)
98.8AUROC (Segm)
4
VisA
36.23mIoU
3
VISA (test)
94.69Candle
3
VisA 16-shot
98.5AUROC
3
VisA 8-shot
98.4AUROC
3