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ResearchFormerly WizWand

Phase Retrieval on FFHQ 256x256 (test)

0.202LPIPSDAPS
0.175880.352190.52850.70481Jul 1, 2024Oct 18, 2024Feb 4, 2025May 25, 2025Sep 11, 2025Dec 29, 2025Apr 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DAPSAccess Type=Gradient2025.100.20225.2679.8
EnKGAccess Type=Black-box2025.100.23224.0279.6
LatentDAPSPre-trained model=Stable Diffusion v1.5, Guidance scale=7.5, Noise level (σy)=0.012024.070.25627.47—
Blade (diag)Access Type=Black-box2025.100.26324.5578.6
Blade (main)Access Type=Black-box2025.100.26623.3876
PnP-DMAccess Type=Gradient, algorithm=Langevin dynamics for likelihood step2025.100.40918.9865
DPSAccess Type=Gradient2025.100.44816.7958.9
DiffPIRGaussian Noise σy=0.202026.040.54316.7648.2
NA-NHMCGaussian Noise σy=0.202026.040.5716.1743.4
FKDAccess Type=Black-box2025.100.58411.2241.8
DPGAccess Type=Black-box2025.100.6638.7629.7
DPSGaussian Noise σy=0.202026.040.70110.626.7
ReSampleGaussian Noise σy=0.202026.040.71212.5133.5
DAPSGaussian Noise σy=0.202026.040.79712.9310.3
SITCOMGaussian Noise σy=0.202026.040.8110.198.2
RED-diffGaussian Noise σy=0.202026.040.85510.076.1