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Benchmarks
Sampling on Funnel d=2
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4.947
Standard Deviation (SD)
ULA w/ clf & corr
4.4944
7.54945
10.6045
13.65955
Jun 15, 2026
Standard Deviation (SD)
Maximum Mean Discrepancy (MMD)
Evidence Lower Bound (ELBO)
Expected Utility Lower Bound (EUBO)
Expected Count (E[n_tau])
Updated 1mo ago
Evaluation Results
Method
Method
Links
Standard Deviation (SD)
Maximum Mean Discrepancy (MMD)
Evidence Lower Bound (ELBO)
Expected Utility Lower Bound (EUBO)
Expected Count (E[n_tau])
ULA w/ clf & corr
q_F=learnable
2026.06
4.947
0.089
-0.392
1.005
36.337
ULA w/ clf
q_F=fixed to ULA kernel
2026.06
8.849
0.128
-1.264
14.462
21.842
ULA RG
2026.06
11.686
0.112
-
-
10
ULA
2026.06
14.101
0.142
-
-
5
ULA Geweke
2026.06
16.262
0.216
-
-
406.579
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