Semantic Segmentation on M&M (test)
90Dice ScoreM&M (Real)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| M&M (Real)Training Setup=Real Data2026.03 | 90 | 84 | 2.99 | 1.04 | |
| ACDC (Real)Training Setup=Real Data2026.03 | 90 | 83 | 3.88 | 1.23 | |
| DDPM M&M-SynTraining Setup=Generated images conditioned M&M masks2026.03 | 89 | 83 | 4.34 | 1.41 | |
| LDM M&M-SynTraining Setup=Generated images conditioned M&M masks2026.03 | 89 | 82 | 4.17 | 1.4 | |
| FM M&M-SynTraining Setup=Generated images conditioned M&M masks2026.03 | 88 | 82 | 5.04 | 1.64 | |
| DDPM Full-SynTraining Setup=Synthetic masks and images2026.03 | 87 | 80 | 5.77 | 1.79 | |
| LDM Full-SynTraining Setup=Synthetic masks and images2026.03 | 87 | 79 | 5.28 | 1.74 | |
| FM Full-SynTraining Setup=Synthetic masks and images2026.03 | 87 | 80 | 6.53 | 2.12 | |
| DDPM ACDC-SynTraining Setup=Generated images conditioned ACDC masks2026.03 | 86 | 79 | 5.98 | 1.89 | |
| LDM ACDC-SynTraining Setup=Generated images conditioned ACDC masks2026.03 | 85 | 78 | 7.94 | 2.48 | |
| FM ACDC-SynTraining Setup=Generated images conditioned ACDC masks2026.03 | 82 | 73 | 8.75 | 2.9 |