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Benchmarks
Amortised Sampling on GMM40 d=2
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6.46
Sinkhorn Distance
TB/SubTB + SMC + IW-Buf
-17.9528
146.8336
311.62
476.4064
Oct 13, 2025
Sinkhorn Distance
ELBO
EUBO
Updated 2d ago
Evaluation Results
Method
Method
Links
Sinkhorn Distance
ELBO
EUBO
TB/SubTB + SMC + IW-Buf
Gradient-free=true, SM...
2025.10
6.46
-2.44
0.89
TB + IW-Buf
Gradient-free=true, IW...
2025.10
6.5
-2.37
0.88
TB/SubTB + SMC
Gradient-free=true, SM...
2025.10
39.99
-1.62
1.06
SMC-RWM
Gradient-free=true
2025.10
41.17
-
-
DDS
Gradient-free=true
2025.10
595.54
-2.36
159.16
TB
Gradient-free=true
2025.10
607.31
-2.29
273.1
LV
Gradient-free=true
2025.10
616.78
-2.36
296.63
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