Medical Image-to-Image Translation (T1→T2) on BraTS 2023 (test)
28.3101PSNRSRU-Pix2Pix
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SRU-Pix2PixResolution=128×1282026.01 | 28.3101 | 0.9281 | 0.0403 | 0.957 | 106.444 | 0.0605 | |
| BBDMResolution=128×1282026.01 | 26.9471 | 0.6921 | 0.0587 | 0.9442 | 143.7848 | 0.0788 | |
| SRU-Pix2PixResolution=256×2562026.01 | 26.9337 | 0.9137 | 0.085 | 0.9342 | 146.4111 | 0.0784 | |
| SRU-Pix2PixResolution=128x1282026.01 | 25.9002 | 0.913 | 0.048 | 0.9456 | 190.5451 | 0.0562 | |
| ResViTResolution=256×2562026.01 | 25.5658 | 0.8966 | 0.0679 | 0.9114 | 191.5842 | 0.1031 | |
| SRU-Pix2PixResolution=256x2562026.01 | 25.0454 | 0.8892 | 0.0765 | 0.9166 | 224.6698 | 0.0635 | |
| BBDMResolution=128x1282026.01 | 24.9498 | 0.8008 | 0.0663 | 0.9289 | 229.6841 | 0.0647 | |
| Pix2PixResolution=256×2562026.01 | 24.5867 | 0.8642 | 0.0722 | 0.9008 | 235.5794 | 0.1272 | |
| ResViTResolution=256x2562026.01 | 23.8966 | 0.8776 | 0.0742 | 0.8924 | 290.793 | 0.082 | |
| NICE-GANResolution=256×2562026.01 | 23.7623 | 0.8568 | 0.1012 | 0.8711 | 294.036 | 0.1544 | |
| Pix2PixResolution=256x2562026.01 | 23.1012 | 0.8405 | 0.0825 | 0.8758 | 344.4815 | 0.0928 | |
| NICE-GANResolution=256x2562026.01 | 21.7448 | 0.8078 | 0.1079 | 0.8138 | 466.0966 | 0.1298 | |
| CycleGANResolution=256x2562026.01 | 21.5849 | 0.801 | 0.0881 | 0.8277 | 476.614 | 0.1294 | |
| CycleGANResolution=256×2562026.01 | 20.3705 | 0.7375 | 0.0972 | 0.7773 | 618.6868 | 0.3317 |