Bone Remodeling Prediction on Mandibular CT Mid slab
96.87DiceTeacher
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Teacherparadigm=LUPI2026.03 | 96.87 | 90.33 | 37.17 | 40.63 | |
| OsteoFlow2026.03 | 94.55 | 83.49 | 44.12 | 69.88 | |
| cDDPM(Δ)2026.03 | 93.64 | 80.02 | 50.45 | 87.15 | |
| SegGuidedDiff2026.03 | 93.03 | 78 | 54.1 | 95.58 | |
| RecFlow2026.03 | 92.86 | 79.25 | 55.24 | 97.28 | |
| ResUNet++2026.03 | 92.65 | 78.1 | 56.85 | 102.67 | |
| Pix2Pix2026.03 | 92.51 | 78.26 | 56.96 | 103.55 | |
| GRIT2026.03 | 92.45 | 77.05 | 60.07 | 100.63 | |
| MedVAE-2loss=image-space loss2026.03 | 89.63 | 67.56 | 73.78 | 107.29 | |
| MedVAE-1loss=LPIPS + PatchGAN2026.03 | 88.86 | 63.94 | 81.76 | 145.39 | |
| Day5↔Year12026.03 | 85.6 | 64.18 | 95.89 | 177.94 |