Super-Resolution (x4) on ImageNet 256x256 (val)
55.24FIDTrust Sampling
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Trust Sampling2024.11 | 55.24 | 0.236 | — | |
| VML-MAPprePreconditioned=true2025.12 | 58.6 | 0.196 | — | |
| VML-MAPPreconditioned=false2025.12 | 60.08 | 0.194 | — | |
| VML-MAPτ_preNoise Level (σy)=0.05, Preconditioned=true2025.12 | 67.4 | 0.21 | — | |
| VML-MAPτNoise Level (σy)=0.05, Preconditioned=false2025.12 | 69.19 | 0.21 | — | |
| DAPSIterations=4K2025.12 | 69.71 | 0.244 | — | |
| DAPSIterations=1K2025.12 | 71.6 | 0.254 | — | |
| MAPGA2025.12 | 76.12 | 0.273 | — | |
| ΠGDM2025.12 | 83.88 | 0.292 | — | |
| DDRM2025.12 | 89.4 | 0.289 | — | |
| DAPS-4KNoise Level (σy)=0.052025.12 | 103.3 | 0.343 | — | |
| LGD-MCn=1002024.11 | 108 | 0.349 | — | |
| TMPDNoise Level (σy)=0.052025.12 | 108.9 | 0.345 | — | |
| LGD-MCn=102024.11 | 110.36 | 0.353 | — | |
| DPS2024.11 | 111.53 | 0.353 | — | |
| DPS+DSG2024.11 | 148.53 | 0.438 | — | |
| ΠGDMNoise Level (σy)=0.052025.12 | 149.3 | 0.369 | — | |
| EquiCon-PSLDResolution=256 x 256, Noise level (sigma_y)=0.05, Model Type=Latent Diffusion2025.05 | 198.5 | — | 22.34 | |
| PSLDResolution=256 x 256, Noise level (sigma_y)=0.05, Model Type=Latent Diffusion2025.05 | 224.3 | — | 22.29 |