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Benchmarks
Constrained Generation on l2-ball constrained set d=20 1.0 (synthetic)
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Constraint Violation Rate
Reflected Diffusion
-3.6328
20.8886
45.41
69.9314
Oct 2, 2023
Jan 24, 2024
May 17, 2024
Sep 9, 2024
Jan 1, 2025
Apr 25, 2025
Aug 18, 2025
Constraint Violation Rate
Sliced Wasserstein Distance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Constraint Violation Rate
Sliced Wasserstein Distance
Reflected Diffusion
Dimension d=20, Sampli...
2023.10
0
-
MDM
Dimension d=20, Sampli...
2023.10
0
-
RFM
2025.08
0
0.0098
MDM
2025.08
0
0.0159
PDM
2025.08
0
0.0257
FM-DD
2025.08
0.502
0.0086
FM-RE
2025.08
2.513
0.0132
NAMM
2025.08
2.89
0.0205
FM
2025.08
90.82
0.0087
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