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Benchmarks
Toy target distribution sampling on Rings d = 2
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0.18
Entropy-Reg W2 (eps=0.05)
SMC
0.1756
0.2053
0.235
0.2647
Jan 29, 2026
Entropy-Reg W2 (eps=0.05)
W2 (Entropy-Reg)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Entropy-Reg W2 (eps=0.05)
W2 (Entropy-Reg)
SMC
Batched Evals=131K
2026.01
0.18
-
SLIPS
Batched Evals=32K
2026.01
0.18
-
DPSMC w/ 8x Discretisation
Batched Evals=8K
2026.01
0.18
-
AIS
Batched Evals=131K
2026.01
0.19
-
DPSMC
Batched Evals=1K
2026.01
0.2
-
DPSMC w/ Tempering
Batched Evals=1K
2026.01
0.2
-
RDMC
Batched Evals=32K
2026.01
0.29
-
AIS
2024.02
-
0.19
SMC
2024.02
-
0.28
OAT
2024.02
-
0.18
RDMC
2024.02
-
0.3
SLIPS
Variant=Standard
2024.02
-
0.19
SLIPS
Variant=Geom(1,1)
2024.02
-
0.2
SLIPS
Variant=Geom(2,1)
2024.02
-
0.22
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