Anomaly Detection on BRATS 2020 (test)
59.4DiceAnoDDPM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AnoDDPMNoise=Simplex2024.03 | 59.4 | 72.7 | 25.45 | 50 | — | |
| Masked Bernoulli Diffusion (masked)Noise=Bernoulli2024.03 | 59 | 65.6 | 25.63 | 5 | — | |
| AutoDDPMNoise=Gaussian2024.03 | 56.8 | 63.2 | 26.06 | 32 | — | |
| Masked Bernoulli Diffusion (unmasked)Noise=Bernoulli2024.03 | 50.3 | 51.5 | 23.31 | 4 | — | |
| LDMNoise=Gaussian2024.03 | 49 | 57.6 | 20.03 | 8 | — | |
| pDDPMNoise=Simplex2024.03 | 47.3 | 47.1 | 22.82 | 103 | — |