Synthetic Anomaly Generation on MVTec AD (test)
4.95ISMIRAGE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MIRAGECategory=Wood2026.03 | 4.95 | 0.51 | |
| MIRAGECategory=Leather2026.03 | 4.11 | 0.48 | |
| MIRAGECategory=Zipper2026.03 | 3.37 | 0.36 | |
| MIRAGECategory=Hazelnut2026.03 | 3.27 | 0.3 | |
| AnomalyAnyCategory=Pill2026.03 | 2.91 | 0.3 | |
| MIRAGECategory=Metal Nut2026.03 | 2.82 | 0.42 | |
| MIRAGECategory=Grid2026.03 | 2.8 | 0.56 | |
| GLASSCategory=Leather2026.03 | 2.76 | 0.28 | |
| GLASSCategory=Wood2026.03 | 2.72 | 0.44 | |
| GLASSCategory=Hazelnut2026.03 | 2.7 | 0.44 | |
| MIRAGECategory=Mean2026.03 | 2.68 | 0.38 | |
| AnomalyAnyCategory=Tile2026.03 | 2.66 | 0.53 | |
| MIRAGECategory=Tile2026.03 | 2.66 | 0.5 | |
| MIRAGECategory=Cable2026.03 | 2.63 | 0.53 | |
| GLASSCategory=Zipper2026.03 | 2.59 | 0.31 | |
| AnomalyAnyCategory=Hazelnut2026.03 | 2.55 | 0.32 | |
| GLASSCategory=Capsule2026.03 | 2.5 | 0.33 | |
| GLASSCategory=Grid2026.03 | 2.46 | 0.41 | |
| AnomalyAnyCategory=Grid2026.03 | 2.31 | 0.38 | |
| MIRAGECategory=Bottle2026.03 | 2.31 | 0.23 | |
| MIRAGECategory=Capsule2026.03 | 2.27 | 0.2 | |
| AnomalyAnyCategory=Leather2026.03 | 2.26 | 0.41 | |
| RealNetCategory=Grid2026.03 | 2.24 | 0.37 | |
| RealNetCategory=Wood2026.03 | 2.22 | 0.41 | |
| RealNetCategory=Hazelnut2026.03 | 2.21 | 0.31 | |
| AnomalyAnyCategory=Capsule2026.03 | 2.16 | 0.23 | |
| AnomalyAnyCategory=Zipper2026.03 | 2.14 | 0.33 | |
| AnomalyAnyCategory=Mean2026.03 | 2.1 | 0.37 | |
| MIRAGECategory=Carpet2026.03 | 2.09 | 0.33 | |
| MIRAGECategory=Toothbrush2026.03 | 2.09 | 0.23 | |
| GLASSCategory=Bottle2026.03 | 2.08 | 0.26 | |
| GLASSCategory=Pill2026.03 | 2.08 | 0.38 | |
| AnomalyAnyCategory=Cable2026.03 | 2.06 | 0.41 | |
| GLASSCategory=Mean2026.03 | 2.02 | 0.33 | |
| MIRAGECategory=Pill2026.03 | 2.01 | 0.28 | |
| AnomalyAnyCategory=Wood2026.03 | 1.93 | 0.41 | |
| GLASSCategory=Metal Nut2026.03 | 1.93 | 0.44 | |
| RealNetCategory=Zipper2026.03 | 1.88 | 0.24 | |
| GLASSCategory=Tile2026.03 | 1.84 | 0.36 | |
| AnomalyAnyCategory=Metal Nut2026.03 | 1.82 | 0.27 | |
| GLASSCategory=Cable2026.03 | 1.81 | 0.42 | |
| GLASSCategory=Toothbrush2026.03 | 1.77 | 0.42 | |
| AnomalyAnyCategory=Bottle2026.03 | 1.73 | 0.17 | |
| GLASSCategory=Transistor2026.03 | 1.7 | 0.35 | |
| RealNetCategory=Leather2026.03 | 1.67 | 0.36 | |
| RealNetCategory=Metal Nut2026.03 | 1.67 | 0.24 | |
| MIRAGECategory=Transistor2026.03 | 1.67 | 0.4 | |
| AnomalyAnyCategory=Transistor2026.03 | 1.66 | 0.28 | |
| RealNetCategory=Cable2026.03 | 1.65 | 0.18 | |
| AnomalyAnyCategory=Toothbrush2026.03 | 1.64 | 0.22 | |
| RealNetCategory=Mean2026.03 | 1.64 | 0.3 | |
| RealNetCategory=Capsule2026.03 | 1.62 | 0.41 | |
| RealNetCategory=Bottle2026.03 | 1.58 | 0.16 | |
| RealNetCategory=Tile2026.03 | 1.57 | 0.48 | |
| RealNetCategory=Transistor2026.03 | 1.49 | 0.3 | |
| RealNetCategory=Pill2026.03 | 1.45 | 0.26 | |
| GLASSCategory=Screw2026.03 | 1.37 | 0.48 | |
| AnomalyAnyCategory=Screw2026.03 | 1.33 | 0.32 | |
| GLASSCategory=Carpet2026.03 | 1.29 | 0.27 | |
| MIRAGECategory=Screw2026.03 | 1.21 | 0.3 | |
| RealNetCategory=Screw2026.03 | 1.2 | 0.31 | |
| RealNetCategory=Toothbrush2026.03 | 1.19 | 0.18 | |
| AnomalyAnyCategory=Carpet2026.03 | 1.1 | 0.34 | |
| RealNetCategory=Carpet2026.03 | 1.03 | 0.25 |