Super-Resolution on NKI 5 subjects, 993 sagittal slices / 6 volumes (test)
37.75PSNR3D EDM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| 3D EDMScale Factor=2x, Training Epochs=20 ep, Params=50.7 M2026.03 | 37.75 | 99.7 | 0.02 | |
| 2.5D EDMScale Factor=2x, Training Epochs=10 ep, Params=51.1 M2026.03 | 35.82 | 97.1 | 0.04 | |
| EDSRScale Factor=2x, Pre-training=DIV2K, Params=1.4 M2026.03 | 35.57 | 97.7 | 0.024 | |
| Swin2SRScale Factor=2x, Pre-training=DIV2K, Params=1.0 M2026.03 | 35.5 | 97.8 | 0.024 | |
| Bicubic interpolationScale Factor=2x2026.03 | 33.89 | 95.7 | 0.091 |