Image-level Anomaly Detection on SDD
97.1AUROCAdaCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaCLIPLearning Type=Zero-Shot (ZSAD)2024.07 | 97.1 | 90.7 | — | |
| CDOLearning Type=full-shot unsupervised2024.07 | 96 | 83.5 | — | |
| PatchCoreLearning Type=full-shot unsupervised2024.07 | 93.6 | 76.4 | — | |
| RD4ADCategory=Obj, |C|=1, Evaluation Protocol=Full-shot2023.10 | 86.8 | — | 81.3 | |
| AnomalyCLIPCategory=Obj, |C|=1, Evaluation Protocol=Zero-shot2023.10 | 84.7 | — | 80 | |
| PatchCoreCategory=Obj, |C|=1, Evaluation Protocol=Full-shot2023.10 | 64.9 | — | 48.3 |