CT Image Denoising on Mayo quarter-dose (test)
47.33PSNRRDDM-Smooth
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RDDM-SmoothAvg. inference time (s)=0.02 ± 0.012026.05 | 47.33 | 98.28 | 32.09 | |
| RDDM-BalancedAvg. inference time (s)=0.02 ± 0.012026.05 | 46.79 | 98.08 | 9.13 | |
| RDDM-FineAvg. inference time (s)=0.02 ± 0.012026.05 | 46.29 | 97.86 | 5.87 | |
| DDPMAvg. inference time (s)=25.22 ± 0.032026.05 | 46.1 | 97.55 | 12.46 | |
| CTformerAvg. inference time (s)=0.06 ± 0.012026.05 | 45.99 | 97.84 | 34.63 | |
| Drifting ModelsAvg. inference time (s)=0.02 ± 0.022026.05 | 45.94 | 98.06 | 37.92 | |
| RED-CNNAvg. inference time (s)=0.01 ± 0.012026.05 | 45.83 | 97.61 | 35.59 | |
| PPFMAvg. inference time (s)=0.07 ± 0.042026.05 | 45.74 | 97.57 | 8.37 | |
| DDIMAvg. inference time (s)=1.25 ± 0.022026.05 | 45.68 | 97.21 | 14.94 | |
| BM3DAvg. inference time (s)=1.49 ± 0.062026.05 | 45.14 | 97.36 | 84.92 | |
| FORCEAvg. inference time (s)=18.93 ± 0.032026.05 | 44.08 | 96.51 | 6.56 | |
| FORCE-FastAvg. inference time (s)=1.87 ± 0.032026.05 | 44.02 | 96.45 | 6.66 | |
| LDCT2026.05 | 42.35 | 94.98 | 56.39 |