Brain MRI Synthesis on Brain MRI 1000 samples (val)
88Sex AccuracyReal
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Real2025.03 | 88 | 4.63 | — | 0.74 | |
| MorphLDM^cConditioning injection in AE=true2025.03 | 85 | 4.93 | 202.49 | 0.73 | |
| MorphLDMConditioning injection in AE=false2025.03 | 84 | 5.59 | 213.7 | 0.73 | |
| LDM^cConditioning injection in AE=true2025.03 | 79 | 10.37 | 282.52 | 0.79 | |
| LDMConditioning injection in AE=false2025.03 | 78 | 12.95 | 273.71 | 0.77 | |
| VQVAE-AR2025.03 | 62 | 29.62 | 290.01 | 0.8 | |
| VAE-GAN2025.03 | 55 | 35.53 | 298.38 | 0.81 | |
| a-GAN2025.03 | 51 | 33.3 | 313.58 | 0.9 |