Anomaly Detection on Real-IAD single-class
0.912Image-level AUROCMiniMaxAD-fr
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MiniMaxAD-frSetting=single-class2024.05 | 0.912 | 0.897 | 0.824 | 0.983 | 0.442 | 0.476 | 0.923 | 80 | |
| PatchCoreSetting=single-class2024.05 | 0.903 | 0.886 | 0.813 | 0.982 | 0.368 | 0.413 | 0.898 | 75.2 | |
| MVADSetting=single-class2024.05 | 0.902 | 0.882 | 0.81 | 0.989 | 0.346 | 0.399 | 0.923 | 75 | |
| RDSetting=single-class2024.05 | 0.895 | 0.879 | 0.805 | 0.986 | 0.41 | 0.46 | 0.933 | 76.7 | |
| SimpleNetSetting=single-class2024.05 | 0.889 | 0.874 | 0.804 | 0.968 | 0.208 | 0.288 | 0.833 | 69.5 | |
| UniADSetting=single-class2024.05 | 0.816 | 0.773 | 0.734 | 0.976 | 0.179 | 0.251 | 0.869 | 65.7 |