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Benchmarks
Toy target distribution sampling on Funnel d = 10
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0.031
KS Distance
DPSMC w/ 8x Discretisation
0.0274
0.0517
0.076
0.1003
Jan 29, 2026
KS Distance
Sliced KS Distance
Updated 4d ago
Evaluation Results
Method
Method
Links
KS Distance
Sliced KS Distance
DPSMC w/ 8x Discretisation
Batched Evals=8K
2026.01
0.031
-
SMC
Batched Evals=131K
2026.01
0.035
-
AIS
Batched Evals=131K
2026.01
0.037
-
DPSMC
Batched Evals=1K
2026.01
0.062
-
SLIPS
Batched Evals=32K
2026.01
0.073
-
RDMC
Batched Evals=32K
2026.01
0.082
-
DPSMC w/ Tempering
Batched Evals=1K
2026.01
0.121
-
AIS
2024.02
-
0.037
SMC
2024.02
-
0.035
OAT
2024.02
-
0.105
RDMC
2024.02
-
0.082
SLIPS
Variant=Standard
2024.02
-
0.024
SLIPS
Variant=Geom(1,1)
2024.02
-
0.032
SLIPS
Variant=Geom(2,1)
2024.02
-
0.04
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