Low-Dose CT Restoration on Mayo Clinic LDCT dataset L506 (test)
0.9119SSIMCTformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTformer#param.=1.45M (2.56X), MACs / pixel=0.21M (6.51X)2026.02 | 0.9119 | 33.08 | |
| GUSL#param.=0.57M (1X), MACs / pixel=0.03M (1X)2026.02 | 0.9111 | 33 | |
| AD-NET#param.=2.07M (3.66X), MACs / pixel=2.32M (71.86X)2026.02 | 0.9105 | — | |
| MAP-NN#param.=3.49M (6.17X), MACs / pixel=3.37M (104.43X)2026.02 | 0.9084 | — | |
| RED-CNN#param.=1.85M (3.27X), MACs / pixel=1.23M (38.24X)2026.02 | 0.9053 | 32.32 | |
| WGAN-VGG#param.=34.07M (60.22X), MACs / pixel=0.88M (27.34X)2026.02 | 0.9008 | — | |
| LDCT (Source)2026.02 | 0.8759 | 29.24 |