Anomaly Detection on AeBAD-S
Metric: Detection AUROC (higher is better)
Metric: Detection AUROC (higher is better)
| # | Model↕ | Detection AUROC▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MSFR | 87.1 | No | - | - | Code |
| 2 | MSFR | 87.1 | No | - | - | Code |
| 3 | MMR | 84.7 | No | Industrial Anomaly Detection with Domain Shift: ... | 2023-04-05 | Code |
| 4 | ReverseDistillation | 81 | No | Anomaly Detection via Reverse Distillation from ... | 2022-01-26 | Code |
| 5 | PatchCore | 71 | No | Towards Total Recall in Industrial Anomaly Detec... | 2021-06-15 | Code |
| 6 | DRAEM | 62.5 | No | - | - | Code |
| 7 | NSA | 56.7 | No | Natural Synthetic Anomalies for Self-Supervised ... | 2021-09-30 | Code |
| 8 | InTra | 44.2 | No | Inpainting Transformer for Anomaly Detection | 2021-04-28 | Code |
| 9 | RIAD | 40 | No | - | - | Code |