| Paper | Code | Detection AUROC | Segmentation AUPRO | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Visual Prompting Meets Feature Reconstruction-Based Anomaly Detection with Dual-Teacher Supervision | 88.2 | MMR+++ | 2026-06-08 | ||
| Multi-scale feature reconstruction network for industrial anomaly detection | ✓ Link | 87.1 | 90.4 | MSFR | 2024-10-23 |
| Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction | ✓ Link | 84.7 | 89.1 | MMR | 2023-04-05 |
| Anomaly Detection via Reverse Distillation from One-Class Embedding | ✓ Link | 81.0 | 85.6 | ReverseDistillation | 2022-01-26 |
| Towards Total Recall in Industrial Anomaly Detection | ✓ Link | 71.0 | 87.8 | PatchCore | 2021-06-15 |
| DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection | ✓ Link | 62.5 | 63.6 | DRAEM | 2021-01-01 |
| Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization | ✓ Link | 56.7 | 45.9 | NSA | 2021-09-30 |
| Inpainting Transformer for Anomaly Detection | ✓ Link | 44.2 | 74.7 | InTra | 2021-04-28 |
| Reconstruction by Inpainting for Visual Anomaly Detection | ✓ Link | 40.0 | 58.2 | RIAD | 2020-10-17 |