Anomaly Detection on MVTec AD Full Few-shot
0.992I-AUROCPatchcore
Evaluation Results
| Method | Links | |
|---|---|---|
| PatchcoreEvaluation Scenario=Full Dataset2023.05 | 0.992 | |
| LeMOEvaluation Scenario=Full Dataset2023.05 | 0.99 | |
| DRAEMEvaluation Scenario=Full Dataset2023.05 | 0.981 | |
| CFAEvaluation Scenario=Full Dataset2023.05 | 0.98 | |
| CFAEvaluation Scenario=Few-shot, Number of shots=82023.05 | 0.923 | |
| LeMOEvaluation Scenario=Few-shot, Number of shots=82023.05 | 0.908 | |
| FastFlowEvaluation Scenario=Full Dataset2023.05 | 0.905 | |
| LeMOEvaluation Scenario=Few-shot, Number of shots=42023.05 | 0.887 | |
| DRAEMEvaluation Scenario=Few-shot, Number of shots=82023.05 | 0.883 | |
| CFAEvaluation Scenario=Few-shot, Number of shots=42023.05 | 0.879 | |
| LeMOEvaluation Scenario=Few-shot, Number of shots=22023.05 | 0.879 | |
| PatchcoreEvaluation Scenario=Few-shot, Number of shots=82023.05 | 0.864 | |
| LeMOEvaluation Scenario=Few-shot, Number of shots=12023.05 | 0.855 | |
| CFAEvaluation Scenario=Few-shot, Number of shots=22023.05 | 0.839 | |
| DRAEMEvaluation Scenario=Few-shot, Number of shots=42023.05 | 0.82 | |
| PatchcoreEvaluation Scenario=Few-shot, Number of shots=42023.05 | 0.817 | |
| CFAEvaluation Scenario=Few-shot, Number of shots=12023.05 | 0.813 | |
| FastFlowEvaluation Scenario=Few-shot, Number of shots=82023.05 | 0.801 | |
| DRAEMEvaluation Scenario=Few-shot, Number of shots=22023.05 | 0.777 | |
| FastFlowEvaluation Scenario=Few-shot, Number of shots=42023.05 | 0.729 | |
| PatchcoreEvaluation Scenario=Few-shot, Number of shots=22023.05 | 0.721 | |
| DRAEMEvaluation Scenario=Few-shot, Number of shots=12023.05 | 0.685 | |
| PatchcoreEvaluation Scenario=Few-shot, Number of shots=12023.05 | 0.619 | |
| FastFlowEvaluation Scenario=Few-shot, Number of shots=12023.05 | 0.552 | |
| FastFlowEvaluation Scenario=Few-shot, Number of shots=22023.05 | 0.552 |