Image-level Anomaly Detection on BTAD (test)
95.4AUROCDinomaly
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DinomalySetting=multi-class UAD2024.05 | 95.4 | 98.4 | 95.6 | |
| UniADSetting=multi-class UAD, Designed for MUAD=true2024.05 | 94.5 | 98.4 | 94.9 | |
| RD4ADSetting=multi-class UAD2024.05 | 94.1 | 96.8 | 93.8 | |
| SimpleNetSetting=multi-class UAD2024.05 | 94 | 97.9 | 93.9 | |
| VITADSetting=multi-class UAD, Designed for MUAD=true2024.05 | 94 | 97 | 93.7 | |
| DeSTSegSetting=multi-class UAD2024.05 | 93.5 | 96.7 | 93.8 | |
| MambaADSetting=multi-class UAD, Designed for MUAD=true2024.05 | 92.9 | 96.2 | 93 | |
| DiADSetting=multi-class UAD, Designed for MUAD=true2024.05 | 90.2 | 88.3 | 92.6 |