Longitudinal Lesion Inpainting on Longitudinal Brain MRI 93 subjects (test)
0.023NRMSEP3D-RAD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| P3D-RADCategory=Ablations, Dimensionality=Pseudo-3D2026.03 | 0.023 | 32.82 | 0.96 | 0.03 | 0.03 | 0.03 | 2.53 | |
| P3D-CDDPMCategory=Ablations, Dimensionality=Pseudo-3D2026.03 | 0.028 | 31.18 | 0.93 | 0.04 | 0.04 | 0.04 | 17.67 | |
| 3D-LITCategory=Baselines, Dimensionality=3D2026.03 | 0.043 | 27.49 | 0.89 | 0.07 | 0.07 | 0.07 | 24.3 | |
| 2D-CDDPMCategory=Ablations, Dimensionality=2D2026.03 | 0.044 | 27.15 | 0.86 | 0.12 | 0.08 | 0.17 | 7.77 | |
| 2D-RADCategory=Ablations, Dimensionality=2D2026.03 | 0.05 | 26.26 | 0.86 | 0.1 | 0.06 | 0.14 | 4.42 | |
| 2D-LaMaCategory=Baselines, Dimensionality=2D2026.03 | 0.061 | 24.47 | 0.83 | 0.1 | 0.09 | 0.12 | 6.21 | |
| 2D-RePaintCategory=Baselines, Dimensionality=2D2026.03 | 0.108 | 19.43 | 0.6 | 0.23 | 0.18 | 0.27 | 2 |