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ResearchFormerly WizWand

Constrained Generation on l2-ball constrained set (d=8) 1.0 (synthetic)

0Constraint Violation RateReflected Diffusion
-0.94685.444111.83518.2259Oct 2, 2023Jan 24, 2024May 17, 2024Sep 9, 2024Jan 1, 2025Apr 25, 2025Aug 18, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Reflected DiffusionDimension d=8, Sampling time steps=1000, Network architecture=time-embedded fully-connected network2023.100—
MDMDimension d=8, Sampling time steps=1000, Network architecture=time-embedded fully-connected network2023.100—
RFM2025.0800.0177
MDM2025.0800.0292
PDM2025.0800.02
RFM2025.0800.0177
MDM2025.0800.0292
PDM2025.0800.02
NAMM2025.080.01380.0228
FM-DD2025.080.0140.0175
FM-RE2025.080.07680.0194
NAMM2025.080.1380.0228
FM-DD2025.080.140.0175
FM-RE2025.080.7680.0194
FM2025.082.3670.0193
FM2025.0823.670.0193