Constrained Generation on l2-ball constrained set (d=8) 1.0 (synthetic)
0Constraint Violation RateReflected Diffusion
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Reflected DiffusionDimension d=8, Sampling time steps=1000, Network architecture=time-embedded fully-connected network2023.10 | 0 | — | |
| MDMDimension d=8, Sampling time steps=1000, Network architecture=time-embedded fully-connected network2023.10 | 0 | — | |
| RFM2025.08 | 0 | 0.0177 | |
| MDM2025.08 | 0 | 0.0292 | |
| PDM2025.08 | 0 | 0.02 | |
| RFM2025.08 | 0 | 0.0177 | |
| MDM2025.08 | 0 | 0.0292 | |
| PDM2025.08 | 0 | 0.02 | |
| NAMM2025.08 | 0.0138 | 0.0228 | |
| FM-DD2025.08 | 0.014 | 0.0175 | |
| FM-RE2025.08 | 0.0768 | 0.0194 | |
| NAMM2025.08 | 0.138 | 0.0228 | |
| FM-DD2025.08 | 0.14 | 0.0175 | |
| FM-RE2025.08 | 0.768 | 0.0194 | |
| FM2025.08 | 2.367 | 0.0193 | |
| FM2025.08 | 23.67 | 0.0193 |