Box Inpainting on FFHQ and ImageNet 256x256 resolution (val)
28.73PSNROurs(VI)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours(VI)Inference Paradigm=Particle variational inference, Diffusion Model=Unconditional Diffusion Model2026.05 | 28.73 | 97 | 0.016 | |
| RLSDInference Paradigm=Particle variational inference, Diffusion Model=Stable Diffusion2026.05 | 28.27 | 93 | 0.006 | |
| Ours(AI)Inference Paradigm=Amortized inference, Diffusion Model=Unconditional Diffusion Model2026.05 | 25.26 | 88 | 0.008 | |
| RED-DiffInference Paradigm=Particle variational inference, Diffusion Model=Unconditional Diffusion Model2026.05 | 24.69 | 87 | 0.002 | |
| DAVIInference Paradigm=Amortized inference, Diffusion Model=Unconditional Diffusion Model2026.05 | 24.58 | 83 | 0.005 | |
| DPSInference Paradigm=Sampling, Diffusion Model=Unconditional Diffusion Model2026.05 | 23.43 | 80 | 0.009 | |
| ΠGDMInference Paradigm=Sampling, Diffusion Model=Unconditional Diffusion Model2026.05 | 23.25 | 86 | 0.01 | |
| DDRMInference Paradigm=Sampling, Diffusion Model=Unconditional Diffusion Model2026.05 | 22.11 | 78 | 0.004 |