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Benchmarks
Constrained Generative Modeling on Hypercube [0, 1]^d d=20 (test)
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0.0154
SWD
DDPM
0.014288
0.021794
0.0293
0.036806
Oct 2, 2023
SWD
W1 Distance
MMD
Constraint Violation Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
SWD
W1 Distance
MMD
Constraint Violation Rate
DDPM
dimension=20
2023.10
0.0154
0.1674
0.0073
94.47
MDM
dimension=20
2023.10
0.0335
0.2059
0.0062
-
Reflected [25]
dimension=20
2023.10
0.0337
0.2547
0.0283
-
Reflected [18]
dimension=20
2023.10
0.0432
0.2527
0.0721
-
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