Bone Remodeling Prediction on Mandibular CT Full volume
98.45Dice (%)Teacher
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Teacherparadigm=LUPI2026.03 | 98.45 | 96.55 | 19.31 | 18.43 | |
| OsteoFlow2026.03 | 97.23 | 93.82 | 22.88 | 36.74 | |
| cDDPM(Δ)2026.03 | 97.01 | 92.21 | 26.14 | 39.71 | |
| SegGuidedDiff2026.03 | 96.93 | 91.57 | 27.4 | 43.06 | |
| RecFlow2026.03 | 96.7 | 92.32 | 26.98 | 45.06 | |
| ResUNet++2026.03 | 96.57 | 91.82 | 27.76 | 45.8 | |
| GRIT2026.03 | 96.48 | 91.32 | 30.31 | 45.78 | |
| Pix2Pix2026.03 | 96.45 | 91.86 | 27.75 | 46.38 | |
| Day5↔Year12026.03 | 94.36 | 87.13 | 41.78 | 70.32 | |
| MedVAE-2loss=image-space loss2026.03 | 92.8 | 76.67 | 51.12 | 66.98 | |
| MedVAE-1loss=LPIPS + PatchGAN2026.03 | 92.41 | 73.66 | 57.99 | 96 |