Brain MRI Anomaly Detection on ATLAS
26.67DicecDDPM SSMHD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| cDDPM SSMHDMahalanobis Distance=Full covariance matrix2024.07 | 26.67 | 24.61 | |
| cDDPM SmeanAveraging=Multiple reconstructions2024.07 | 21.06 | 18.17 | |
| cDDPM SMHDMahalanobis Distance=Diagonal covariance matrix2024.07 | 20.34 | 17.51 | |
| cDDPM2024.07 | 19.85 | 16.99 | |
| RD2024.07 | 19.69 | 15.65 | |
| pDDPM2024.07 | 18.83 | 15.92 | |
| FAE2024.07 | 17.76 | 13.97 | |
| DDPM2024.07 | 15.09 | 11.85 | |
| VAE2024.07 | 14.48 | 12.09 | |
| AE2024.07 | 14.03 | 11.68 | |
| DAE2024.07 | 14.03 | 17.73 | |
| DRAEM2024.07 | 12.8 | 9.63 | |
| CM2024.07 | 12.52 | 9.31 | |
| PII2024.07 | 9.73 | 7.26 |