CT Denoising on LDCT native resolution (patient-wise test)
31.43PSNRTAFG-MAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TAFG-MANResolution=512x512, Hardware=GPU, Inference Time=18.7s2026.03 | 31.43 | 72.2 | 10 | |
| RED-CNNResolution=512x512, Hardware=GPU, Inference Time=3.7s2026.03 | 31.38 | 69.3 | 27.2 | |
| Fast-DDPMResolution=256x256, Hardware=GPU, Inference Time=31.5s2026.03 | 31.18 | 70.1 | 25.1 | |
| MANResolution=512x512, Hardware=GPU, Inference Time=18.8s2026.03 | 31.16 | 70.3 | 11.9 | |
| DU-GANResolution=512x512, Hardware=GPU, Inference Time=3.8s2026.03 | 30.35 | 68.3 | 21.1 | |
| Q-AEResolution=512x512, Hardware=GPU, Inference Time=0.6s2026.03 | 30.19 | 65.2 | 24.6 | |
| BM3DResolution=512x512, Hardware=CPU, Inference Time=21.0m2026.03 | 30.09 | 66 | 37 | |
| DDPMResolution=512x512, Hardware=GPU, Inference Time=47m2026.03 | 29.44 | 65.5 | 31.2 | |
| Dn-DpResolution=512x512, Hardware=GPU, Inference Time=18.7m2026.03 | 29.02 | 62.3 | 21.1 | |
| WGAN-VGGResolution=512x512, Hardware=GPU, Inference Time=0.3s2026.03 | 27.03 | 53.3 | 30 |