Image To Image Translation On Ixi Dataset
評価指標
PSNR
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | PSNR | Paper Title | Repository |
|---|---|---|---|
| pGAN | 33.95 ± 1.67 | ResViT: Residual vision transformers for multi-modal medical image synthesis | |
| pix2pix | - | ResViT: Residual vision transformers for multi-modal medical image synthesis | |
| TransUNet | 32.49 ± 1.74 | ResViT: Residual vision transformers for multi-modal medical image synthesis | |
| SAGAN | 33.71 ± 1.61 | ResViT: Residual vision transformers for multi-modal medical image synthesis | |
| ResViT | 35.71 ± 1.77 | ResViT: Residual vision transformers for multi-modal medical image synthesis | |
| A-UNet | 32.43 ± 1.74 | ResViT: Residual vision transformers for multi-modal medical image synthesis | |
| SynDiff | 30.42 | Unsupervised Medical Image Translation with Adversarial Diffusion Models |
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