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Benchmarks
Constrained Generative Modeling on Hypercube [0, 1]^d d=8 (test)
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0.0185
Sliced Wasserstein Distance
MDM
0.016244
0.031472
0.0467
0.061928
Oct 2, 2023
Sliced Wasserstein Distance
W1 Distance
MMD
Constraint Violation Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Sliced Wasserstein Distance
W1 Distance
MMD
Constraint Violation Rate
MDM
dimension=8
2023.10
0.0185
0.0334
0.0061
-
DDPM
dimension=8
2023.10
0.0201
0.033
0.0081
59.3
Reflected [25]
dimension=8
2023.10
0.035
0.0482
0.0209
-
Reflected [18]
dimension=8
2023.10
0.0749
0.0984
0.1584
-
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