Anomaly Detection on MVTec-AD (I-AUROC, P-AUROC)
0.969I-AUROCRAID
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RAIDSetup=4-shot2026.02 | 0.969 | 0.969 | |
| RAIDSetup=2-shot2026.02 | 0.966 | 0.971 | |
| IIPADSetup=4-shot2026.02 | 0.961 | 0.97 | |
| PromptADSetup=4-shot2026.02 | 0.959 | 0.96 | |
| IIPADSetup=2-shot2026.02 | 0.957 | 0.967 | |
| Win-CLIPSetup=4-shot2026.02 | 0.955 | 0.924 | |
| PromptADSetup=2-shot2026.02 | 0.954 | 0.956 | |
| RAIDSetup=1-shot2026.02 | 0.951 | 0.966 | |
| IIPADSetup=1-shot2026.02 | 0.942 | 0.964 | |
| FastReconSetup=4-shot2026.02 | 0.942 | 0.959 | |
| Win-CLIPSetup=2-shot2026.02 | 0.938 | 0.919 | |
| PromptADSetup=1-shot2026.02 | 0.93 | 0.952 | |
| Win-CLIPSetup=1-shot2026.02 | 0.926 | 0.916 | |
| DFMSetup=4-shot2026.02 | 0.92 | 0.962 | |
| DFMSetup=2-shot2026.02 | 0.902 | 0.96 | |
| FastReconSetup=2-shot2026.02 | 0.889 | 0.953 | |
| PatchCoreSetup=4-shot2026.02 | 0.888 | 0.943 | |
| DFMSetup=1-shot2026.02 | 0.872 | 0.952 | |
| PatchCoreSetup=1-shot2026.02 | 0.863 | 0.933 | |
| FastReconSetup=1-shot2026.02 | 0.837 | 0.939 | |
| PatchCoreSetup=2-shot2026.02 | 0.834 | 0.92 |