Image-level Anomaly Detection on MVTec AD 1.0 (test)
99.6I-AUROCMemKD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MemKDDistillation Paradigm=Reverse Distillation2024.12 | 99.6 | — | |
| HypADDistillation Paradigm=Forward Distillation2024.12 | 99.2 | 99.5 | |
| THFRDistillation Paradigm=Reverse Distillation2024.12 | 99.2 | — | |
| Guided Information InjectionDistillation Paradigm=Reverse Distillation2024.12 | 99.2 | 99.7 | |
| RD++Distillation Paradigm=Reverse Distillation2024.12 | 99 | 99.6 | |
| RDDistillation Paradigm=Reverse Distillation2024.12 | 98.8 | 99.5 | |
| DeSTSegDistillation Paradigm=Forward Distillation2024.12 | 98.6 | — | |
| STPMDistillation Paradigm=Forward Distillation2024.12 | 95.5 | — |