Anomaly Detection on Inline-Food-Inspection-THz Chocolatewafer
0.996AUROCBeer-Lambert guided representation learning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Beer-Lambert guided representation learningLOFO setting=true2026.06 | 0.996 | 0.958 | |
| EfficientADYear=2024, LOFO setting=true2026.06 | 0.988 | 0.932 | |
| PatchCoreYear=2022, LOFO setting=true2026.06 | 0.712 | 0.707 | |
| Reverse DistillationYear=2022, LOFO setting=true2026.06 | 0.558 | 0.742 | |
| PaDiMYear=2021, LOFO setting=true2026.06 | 0.546 | 0.695 | |
| UniNetYear=2025, LOFO setting=true2026.06 | 0.525 | 0.66 | |
| SupersimpleNetYear=2024, LOFO setting=true2026.06 | 0.429 | 0.66 |