MMAD
Benchmarks
TaskDatasetSOTA resultTrendResults
MMAD
91.2Average Score
38
MMAD
95.24Anomaly Discrimination
30
MMAD one-shot 1.0 (test)
95.24Anomaly Discrimination Score
29
MMAD VisA domain
88.2Discrimination Score
19
MMAD
97.62Average Score
19
MMAD 1-shot
95.24Anomaly Discrimination
16
MMAD
88.75Industrial Components Score
12
MMAD (test)
0.703ROUGE-1
12
MMAD
89.37Industrial Components Score
12
MMAD-BBox 1-shot
25.3mIoU
7
MMAD 1.0 (test)
75.2Anomaly Detection Score
6