MRI Synthesis (Pre to CA) on LLD-MMRI 2023 (test)
25.89PSNRFDA-VAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FDA-VAEParams (m)=11.78, Inference (secs/slice)=0.00502025.10 | 25.89 | 83.7 | 0.0713 | |
| VAE (KL+FDA)Params (m)=11.782025.10 | 25.71 | 82.99 | 0.072 | |
| ResVitParams (m)=117.72, Inference (secs/slice)=0.01212025.10 | 25.34 | 81.79 | 0.0713 | |
| VAE(backbone)Params (m)=11.782025.10 | 25.23 | 72.72 | 0.0799 | |
| TransUnetParams (m)=100.45, Inference (secs/slice)=0.01092025.10 | 25.01 | 81.22 | 0.0768 | |
| I2I-MambaParams (m)=100.64, Inference (secs/slice)=0.00712025.10 | 24.95 | 81.16 | 0.0739 | |
| PTNetParams (m)=26.83, Inference (secs/slice)=0.01412025.10 | 24.85 | 81.35 | 0.0771 | |
| Pix2PixParams (m)=51.89, Inference (secs/slice)=0.00192025.10 | 24.79 | 80.41 | 0.0854 |