Low-dose CT Denoising on Mayo 2020 (test) using Perceptual Metrics
0.3095MANIQADeVAR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeVARResolution=512x512, Base Model=GPT-2 style transformer, Base Model Blocks=16, Residual Refiner Blocks=62026.06 | 0.3095 | 0.6246 | 54.05 | |
| ASCONResolution=512x5122026.06 | 0.3086 | 0.5453 | 53.54 | |
| CoreDiffResolution=512x5122026.06 | 0.3027 | 0.565 | 53.96 | |
| CTformerResolution=512x5122026.06 | 0.2946 | 0.5419 | 53.15 | |
| RED-CNNResolution=512x5122026.06 | 0.2906 | 0.5622 | 51.55 | |
| DU-GANResolution=512x5122026.06 | 0.2838 | 0.5815 | 53.28 |