Image-level Anomaly Detection on Uni-Medical (test)
84.9AUROCDinomaly
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DinomalySetting=multi-class UAD2024.05 | 84.9 | 84.1 | 81 | |
| MambaADSetting=multi-class UAD, Designed for MUAD=true2024.05 | 83.9 | 80.8 | 81.9 | |
| VITADSetting=multi-class UAD, Designed for MUAD=true2024.05 | 81.8 | 80.7 | 80 | |
| UniADSetting=multi-class UAD, Designed for MUAD=true2024.05 | 79 | 76.1 | 77.1 | |
| DiADSetting=multi-class UAD, Designed for MUAD=true2024.05 | 78.8 | 77.2 | 77.7 | |
| DeSTSegSetting=multi-class UAD2024.05 | 78.5 | 77 | 78.2 | |
| SimpleNetSetting=multi-class UAD2024.05 | 77.5 | 77.7 | 76.7 | |
| RD4ADSetting=multi-class UAD2024.05 | 76.1 | 75.3 | 78.2 |