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ResearchFormerly WizWand

Anomaly Detection on MVTec AD Full Few-shot

0.992I-AUROCPatchcore
0.53440.65320.7720.8908May 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PatchcoreEvaluation Scenario=Full Dataset2023.050.992
LeMOEvaluation Scenario=Full Dataset2023.050.99
DRAEMEvaluation Scenario=Full Dataset2023.050.981
CFAEvaluation Scenario=Full Dataset2023.050.98
CFAEvaluation Scenario=Few-shot, Number of shots=82023.050.923
LeMOEvaluation Scenario=Few-shot, Number of shots=82023.050.908
FastFlowEvaluation Scenario=Full Dataset2023.050.905
LeMOEvaluation Scenario=Few-shot, Number of shots=42023.050.887
DRAEMEvaluation Scenario=Few-shot, Number of shots=82023.050.883
CFAEvaluation Scenario=Few-shot, Number of shots=42023.050.879
LeMOEvaluation Scenario=Few-shot, Number of shots=22023.050.879
PatchcoreEvaluation Scenario=Few-shot, Number of shots=82023.050.864
LeMOEvaluation Scenario=Few-shot, Number of shots=12023.050.855
CFAEvaluation Scenario=Few-shot, Number of shots=22023.050.839
DRAEMEvaluation Scenario=Few-shot, Number of shots=42023.050.82
PatchcoreEvaluation Scenario=Few-shot, Number of shots=42023.050.817
CFAEvaluation Scenario=Few-shot, Number of shots=12023.050.813
FastFlowEvaluation Scenario=Few-shot, Number of shots=82023.050.801
DRAEMEvaluation Scenario=Few-shot, Number of shots=22023.050.777
FastFlowEvaluation Scenario=Few-shot, Number of shots=42023.050.729
PatchcoreEvaluation Scenario=Few-shot, Number of shots=22023.050.721
DRAEMEvaluation Scenario=Few-shot, Number of shots=12023.050.685
PatchcoreEvaluation Scenario=Few-shot, Number of shots=12023.050.619
FastFlowEvaluation Scenario=Few-shot, Number of shots=12023.050.552
FastFlowEvaluation Scenario=Few-shot, Number of shots=22023.050.552