3D Brain MRI Generation on ADNI n=323 (test)
0.906SSIMCor2Vox
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Cor2Vox2026.01 | 0.906 | 21.1 | 0.283 | 0.251 | 0.289 | 0.251 | |
| Cor2Vox/DDPM2026.01 | 0.902 | 23.13 | 0.335 | 0.3 | 0.348 | 0.305 | |
| Med-DDPM_Rvariant=R2026.01 | 0.899 | 22.3 | 0.359 | 0.347 | 0.373 | 0.352 | |
| BBDM_Evariant=E, adapted for 3D generation=true2026.01 | 0.898 | 19.95 | 0.349 | 0.307 | 0.368 | 0.307 | |
| BBDM_Rvariant=R, adapted for 3D generation=true2026.01 | 0.898 | 19.67 | 0.328 | 0.283 | 0.338 | 0.287 | |
| Med-DDPM_Evariant=E2026.01 | 0.894 | 22.38 | 0.506 | 0.437 | 0.516 | 0.436 | |
| Pix2Pix_Evariant=E, adapted for 3D generation=true2026.01 | 0.891 | 24.76 | 0.784 | 0.853 | 0.76 | 0.804 | |
| Pix2Pix_Rvariant=R, adapted for 3D generation=true2026.01 | 0.885 | 23.69 | 0.697 | 0.691 | 0.698 | 0.68 |