Multimodal Anomaly Detection on Real-IAD-MVN 5-view 1.0 (full)
100I-AUROCCPRN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CPRNCategory=connector housing female2026.05 | 100 | 97.52 | 80.05 | |
| CPRNCategory=lego propeller2026.05 | 99.99 | 95.57 | 81.71 | |
| CPRNCategory=headphone jack socket2026.05 | 99.91 | 97.22 | 86.71 | |
| CPRNCategory=fuse holder2026.05 | 99.83 | 99.72 | 99.01 | |
| CPRNCategory=crimp st cable mount box2026.05 | 99.8 | 96.29 | 78.04 | |
| CPRNCategory=dc power connector2026.05 | 99.65 | 90.44 | 71.17 | |
| CPRNCategory=ethernet connector2026.05 | 99.54 | 99.22 | 96.84 | |
| CPRNCategory=power jack2026.05 | 99.51 | 94.06 | 67.29 | |
| PatchCoreCategory=connector housing female2026.05 | 99.5 | 99.9 | 61 | |
| PatchCoreCategory=lego propeller2026.05 | 99.3 | 99.9 | 56.2 | |
| CPRNCategory=ferrite bead2026.05 | 99.22 | 99.11 | 95.6 | |
| CPRNCategory=audio jack socket2026.05 | 98.89 | 98.15 | 88.97 | |
| PatchCoreCategory=crimp st cable mount box2026.05 | 98.5 | 99.8 | 57 | |
| CPRNCategory=limit switch2026.05 | 98.24 | 97.28 | 87.48 | |
| CPRNCategory=humidity sensor2026.05 | 98.19 | 97.32 | 82.98 | |
| CPRNCategory=telephone spring switch2026.05 | 97.83 | 97.94 | 91.62 | |
| CPRNCategory=Mean2026.05 | 97.59 | 97.07 | 85.58 | |
| PatchCoreCategory=headphone jack socket2026.05 | 97 | 99.7 | 55.5 | |
| PatchCoreCategory=ethernet connector2026.05 | 96.9 | 99.4 | 58.2 | |
| CPRNCategory=knob cap2026.05 | 96.86 | 95.72 | 88.61 | |
| CPRNCategory=lattice block plug2026.05 | 96.4 | 97.97 | 93.64 | |
| CPRNCategory=fork crimp terminal2026.05 | 95.36 | 98.45 | 83.61 | |
| CPRNCategory=lego pin connector plate2026.05 | 95.26 | 99.47 | 95.64 | |
| CPRNCategory=common mode filter2026.05 | 94.79 | 94.55 | 75.11 | |
| PatchCoreCategory=power jack2026.05 | 94.7 | 99.3 | 52.6 | |
| PatchCoreCategory=dc power connector2026.05 | 93.2 | 99.1 | 48.8 | |
| CPRNCategory=miniature lifting motor2026.05 | 92.62 | 97.06 | — | |
| PatchCoreCategory=audio jack socket2026.05 | 92.2 | 99.2 | 57 | |
| InpFormerCategory=Mean2026.05 | 91.6 | 98.4 | 63.3 | |
| PatchCoreCategory=common mode filter2026.05 | 91.5 | 98.8 | 72.8 | |
| DinomalyCategory=Mean2026.05 | 91.3 | 98.3 | 63 | |
| PatchCoreCategory=knob cap2026.05 | 90.7 | 97.7 | 60.9 | |
| PatchCoreCategory=ferrite bead2026.05 | 90.7 | 97.4 | 58 | |
| D3MCategory=Mean2026.05 | 90.4 | 98.1 | 62 | |
| CPRNCategory=purple clay pot2026.05 | 89.93 | 98.43 | 96.17 | |
| PatchCoreCategory=Mean2026.05 | 88.5 | 97.8 | 61.6 | |
| PatchCoreCategory=limit switch2026.05 | 87.8 | 98 | 63.5 | |
| M3DMCategory=Mean2026.05 | 87.8 | 97.5 | 60.8 | |
| PatchCoreCategory=miniature lifting motor2026.05 | 85.6 | 93.7 | 60.4 | |
| PatchCoreCategory=fuse holder2026.05 | 84.6 | 98.1 | 57.4 | |
| PatchCoreCategory=humidity sensor2026.05 | 84.4 | 97.3 | 61.7 | |
| PatchCoreCategory=fork crimp terminal2026.05 | 84.3 | 96.3 | 76.9 | |
| PatchCoreCategory=purple clay pot2026.05 | 83.3 | 96.6 | 68.6 | |
| PatchCoreCategory=telephone spring switch2026.05 | 78.1 | 96.9 | 67.2 | |
| PatchCoreCategory=lattice block plug2026.05 | 69.5 | 95.6 | 57.8 | |
| PatchCoreCategory=lego pin connector plate2026.05 | 68.9 | 94.8 | 80.9 |