3D PET Image Denoising on UDPET 18F-FDG PET public (test)
41.05PSNRLess Is More-Q
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Less Is More-QEarly-start configuration=ts = 50, Feature reuse=None2026.06 | 41.05 | 96.78 | 3.044 | 5,357.5 | 2.83 | |
| Less Is More-FullEarly-start configuration=ts = 50, Feature reuse=Interval N = 32026.06 | 41.03 | 96.48 | 3.428 | 2,539.6 | 1.48 | |
| DDPMScheduler type=Schedulers Replacement, Sampling steps=1002026.06 | 40.56 | 96.81 | 3.066 | 10,714.9 | 5.66 | |
| Standard DiffusionSetting=Quantization, Precision=BF162026.06 | 40.19 | 96.44 | 3.253 | 107,149.7 | 46.23 | |
| Standard DiffusionSetting=Baseline2026.06 | 40.17 | 96.44 | 3.24 | 107,149.7 | 56.62 | |
| InputCondition=10% low-count2026.06 | 37.85 | 93.43 | 4.611 | — | — | |
| DDIMScheduler type=Schedulers Replacement, Sampling steps=2502026.06 | 36.74 | 86.14 | 7.232 | 26,787.3 | 14.16 |