Anomaly Detection on MPDD
Metric: Segmentation AUPRO (higher is better)
Metric: Segmentation AUPRO (higher is better)
| # | Model↕ | Segmentation AUPRO▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GLASS | 98.2 | No | A Unified Anomaly Synthesis Strategy with Gradie... | 2024-07-12 | Code |
| 2 | DMDD | 97.66 | No | Dual-Modeling Decouple Distillation for Unsuperv... | 2024-08-07 | - |
| 3 | PBAS | 97.1 | No | Progressive Boundary Guided Anomaly Synthesis fo... | 2024-12-23 | Code |
| 4 | DiffusionAD | 95.3 | No | DiffusionAD: Norm-guided One-step Denoising Diff... | 2023-03-15 | Code |
| 5 | ULSAD | 92.02 | No | Revisiting Deep Feature Reconstruction for Logic... | 2024-10-21 | Code |
| 6 | LeMO | 91.9 | No | Towards Total Online Unsupervised Anomaly Detect... | 2023-05-25 | - |