Metric: Segmentation AP (higher is better)
| # | Model↕ | Segmentation AP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | WeakREST-Block | 84.6 | Yes | Industrial Anomaly Detection and Localization Us... | 2023-06-06 | - |
| 2 | CPR | 84 | No | Target before Shooting: Accurate Anomaly Detecti... | 2023-08-13 | Code |
| 3 | CPR | 70.3 | No | Target before Shooting: Accurate Anomaly Detecti... | 2023-08-13 | Code |
| 4 | URD | 65.2 | Yes | Unlocking the Potential of Reverse Distillation ... | 2024-12-10 | Code |
| 5 | WeakREST-Un | 63.1 | Yes | Industrial Anomaly Detection and Localization Us... | 2023-06-06 | - |
| 6 | MuSc (zero-shot) | 57.15 | No | MuSc: Zero-Shot Industrial Anomaly Classificatio... | 2024-01-30 | Code |
| 7 | AD-CLSCNFs | 55.86 | No | - | - | Code |