Super Resolution on FFHQ and ImageNet 256x256 resolution (val)
27.28PSNRRLSD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RLSDInference Paradigm=Particle variational inference, Diffusion Model=Stable Diffusion2026.05 | 27.28 | 79 | 0.3 | |
| RED-DiffInference Paradigm=Particle variational inference, Diffusion Model=Unconditional Diffusion Model2026.05 | 26.54 | 76 | 0.1 | |
| Ours(VI)Inference Paradigm=Particle variational inference, Diffusion Model=Unconditional Diffusion Model2026.05 | 25.63 | 72 | 1.3 | |
| Ours(AI)Inference Paradigm=Amortized inference, Diffusion Model=Unconditional Diffusion Model2026.05 | 24.85 | 73 | 0.8 | |
| DAVIInference Paradigm=Amortized inference, Diffusion Model=Unconditional Diffusion Model2026.05 | 24.49 | 70 | 0.6 | |
| ΠGDMInference Paradigm=Sampling, Diffusion Model=Unconditional Diffusion Model2026.05 | 23.92 | 67 | 1.1 | |
| DDRMInference Paradigm=Sampling, Diffusion Model=Unconditional Diffusion Model2026.05 | 22.62 | 62 | 0.1 | |
| DPSInference Paradigm=Sampling, Diffusion Model=Unconditional Diffusion Model2026.05 | 21.02 | 57 | 1 |