Metric: Segmentation AUPRO (higher is better)
| # | Model↕ | Segmentation AUPRO▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ReConPatch WRN-50 | 97.5 | No | ReConPatch : Contrastive Patch Representation Le... | 2023-05-26 | Code |
| 2 | CPR | 91.4 | No | Target before Shooting: Accurate Anomaly Detecti... | 2023-08-13 | Code |
| 3 | WeakREST-Block | 90.8 | Yes | Industrial Anomaly Detection and Localization Us... | 2023-06-06 | - |
| 4 | CPR | 85.1 | No | Target before Shooting: Accurate Anomaly Detecti... | 2023-08-13 | Code |
| 5 | WeakREST-Un | 84.9 | Yes | Industrial Anomaly Detection and Localization Us... | 2023-06-06 | - |
| 6 | MuSc (zero-shot) | 83.43 | No | MuSc: Zero-Shot Industrial Anomaly Classificatio... | 2024-01-30 | Code |
| 7 | D3AD | 83.2 | No | Dynamic Addition of Noise in a Diffusion Model f... | 2024-01-09 | Code |
| 8 | UniNet | 80.01 | No | - | - | Code |
| 9 | URD | 78.5 | Yes | Unlocking the Potential of Reverse Distillation ... | 2024-12-10 | Code |
| 10 | AD-CLSCNFs | 72.77 | No | - | - | Code |