Pixel-level Anomaly Detection on AeBAD-S
91.3PRO Score (Same Category)MMR+++
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MMR+++Backbone=MMR2026.06 | 91.3 | 91.1 | 91.3 | 86.9 | 90.2 | |
| MMR2023.04 | 89.6 | 90.1 | 90.2 | 86.3 | 89.1 | |
| MMR2026.06 | 89.6 | 90.1 | 90.2 | 86.3 | 89.1 | |
| PatchCoreBackbone=WideResNet502023.04 | 89.5 | 89.4 | 88.2 | 84 | 87.8 | |
| PatchCore2026.06 | 89.5 | 89.4 | 88.2 | 84 | 87.8 | |
| Reverse DistillationBackbone=WideResNet502023.04 | 86.4 | 86.4 | 86.7 | 82.9 | 85.6 | |
| ReverseDistillation2026.06 | 86.4 | 86.4 | 86.7 | 82.9 | 85.6 | |
| MiniMaxAD2026.06 | 78.5 | 79.4 | 83.7 | 76.3 | 79.4 | |
| InTra2023.04 | 76.8 | 74.8 | 73.7 | 73.4 | 74.7 | |
| InTra2026.06 | 76.8 | 74.8 | 73.7 | 73.4 | 74.7 | |
| RIAD2023.04 | 71.9 | 33.4 | 65.3 | 62.2 | 58.2 | |
| RIAD2026.06 | 71.9 | 33.4 | 65.3 | 62.2 | 58.2 | |
| DRAEM2023.04 | 71.4 | 44.3 | 67.6 | 71.1 | 63.6 | |
| DRAEM2026.06 | 71.4 | 44.3 | 67.6 | 71.1 | 63.6 | |
| NSA2023.04 | 43 | 29.7 | 59.9 | 51.1 | 45.9 | |
| NSA2026.06 | 43 | 29.7 | 59.9 | 51.1 | 45.9 |