Constrained Generation on l2-ball constrained set d=20 1.0 (synthetic)
0Constraint Violation RateReflected Diffusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Reflected DiffusionDimension d=20, Sampling time steps=1000, Network architecture=time-embedded fully-connected network2023.10 | 0 | — | |
| MDMDimension d=20, Sampling time steps=1000, Network architecture=time-embedded fully-connected network2023.10 | 0 | — | |
| RFM2025.08 | 0 | 0.0098 | |
| MDM2025.08 | 0 | 0.0159 | |
| PDM2025.08 | 0 | 0.0257 | |
| FM-DD2025.08 | 0.502 | 0.0086 | |
| FM-RE2025.08 | 2.513 | 0.0132 | |
| NAMM2025.08 | 2.89 | 0.0205 | |
| FM2025.08 | 90.82 | 0.0087 |