5,354 high-resolution images across 15 object and texture categories. The gold standard for industrial anomaly detection with pixel-level annotations.
Image AUROC is the reported evaluation metric for MVTec AD. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.
Higher is better
Muted rows were not state of the art when published — an earlier or same-year result already scored better.
| Rank | Model | Trust | Score | Year | Links | Fix |
|---|---|---|---|---|---|---|
| 01 | SimpleNet | vendor | 99.6 | 2026 | Source ↗ | Looks wrong? |
| 02 | PatchCore | vendor | 99.1 | 2026 | Source ↗ | Looks wrong? |
| 03 | EfficientAD | vendor | 99.1 | 2026 | Source ↗ | Looks wrong? |
Auroc is the reported evaluation metric for MVTec AD. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.
Higher is better
Muted rows were not state of the art when published — an earlier or same-year result already scored better.
| Rank | Model | Trust | Score | Year | Links | Fix |
|---|---|---|---|---|---|---|
| 01 | simplenet | vendor | 99.6 | 2026 | Source ↗ | Looks wrong? |
| 02 | fastflow | vendor | 99.4 | 2026 | Source ↗ | Looks wrong? |
| 03 | patchcore | vendor | 99.1 | 2026 | Source ↗ | Looks wrong? |
| 04 | efficientad | vendor | 99.1 | 2026 | Source ↗ | Looks wrong? |
| 05 | reverse-distillation | vendor | 98.5 | 2026 | Source ↗ | Looks wrong? |
| 06 | cflow-ad | vendor | 98.3 | 2026 | Source ↗ | Looks wrong? |
| 07 | draem | vendor | 98 | 2026 | Source ↗ | Looks wrong? |
| 08 | padim | vendor | 97.9 | 2026 | Source ↗ | Looks wrong? |