Image Synthesis on BraTS (Cross-Modality Metrics)
4.51Error T1->T2SynerMedGen
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SynerMedGen2026.05 | 4.51 | 4.52 | 5.21 | 3.86 | 5.07 | 5.04 | 3.05 | 4.39 | 4.46 | 3.59 | 4.49 | 3.22 | |
| RCD2026.05 | 5.12 | 6.09 | 6.11 | 4.47 | 5.94 | 5.63 | 4.35 | 5.15 | 6.55 | 3.91 | 5.25 | 4.5 | |
| ResViT2026.05 | 5.46 | 6.38 | 6.59 | 4.91 | 5.63 | 7.24 | 3.8 | 4.48 | 5.49 | 4.99 | 5.76 | 4.8 | |
| SynDiff2026.05 | 5.71 | 5.25 | 5.43 | 3.57 | 6.72 | 6.04 | 3.67 | 4.9 | 5.1 | 4.27 | 5.53 | 3.97 | |
| SynerMedGen-UCG2026.05 | 5.97 | 11.59 | 10.44 | 6.07 | 6.85 | 7.55 | 3.3 | 5.21 | 8.02 | 5.9 | 8.01 | 4.71 | |
| SynerMedGen-GAU2026.05 | 7.49 | 12.26 | 9.39 | 4.93 | 9.19 | 19.82 | 3.96 | 8.52 | 12.13 | 9.6 | 15.31 | 5.74 | |
| BBDM2026.05 | 7.51 | 6.58 | 11.16 | 4.9 | 8.01 | 6.32 | 5.01 | 7.27 | 6.91 | 6.29 | 7.43 | 5.57 | |
| HealthGPT2026.05 | 14.15 | 19.65 | 17.19 | 17.92 | 17.83 | 23.12 | 19.65 | 13.79 | 19.37 | 17.07 | 20.03 | 19.3 | |
| Pix2Pix2026.05 | 17.54 | 21.91 | 17.6 | 16.96 | 17.66 | 11.64 | 12.48 | 17.62 | 15.07 | 19.36 | 16.49 | 13.82 | |
| CycleGAN2026.05 | 19.71 | 24.86 | 24 | 26.98 | 29.24 | 17.14 | 24.64 | 25.79 | 22.4 | 21.75 | 31.46 | 26.77 | |
| Bagel2026.05 | 38.77 | 28.42 | 46.7 | 72.28 | 98.35 | 97.65 | 54.5 | 45 | 91.04 | 93.7 | 91.8 | 45.26 | |
| UniMedVL2026.05 | 990 | 12.59 | 14.23 | 15.14 | 10.83 | 18.58 | 16.81 | 9.06 | 14.53 | 13.79 | 11 | 15.65 |