Performance and Efficiency Evaluation on LDCT for Low-Dose CT Denoising
30Inference Time (s)FrequencyCT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FrequencyCTlearning_mode=zero-shot2026.05 | 30 | — | — | 0.15 | 3 | |
| Pixel2Pixel2026.05 | 52 | — | — | 0.15 | 5.5 | |
| ZS-N2Nlearning_mode=zero-shot2026.05 | 69 | — | — | 0.02 | 0.8 | |
| Noise2detail2026.05 | 125 | — | — | 0.02 | 1.4 | |
| BM3D2026.05 | 231 | — | — | — | — | |
| NBR2026.05 | 7,200 | — | — | 1.28 | 4 | |
| Noise2Sim2026.05 | 13,500 | — | — | 4.19 | 8 | |
| Noisier2noise2026.05 | 29,580 | — | — | 0.56 | 11 | |
| B2U2026.05 | 69,600 | — | — | 0.07 | 18 |