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Benchmarks
Amortised Sampling on GMM40 d=5
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83.3
Sinkhorn Distance
TB/SubTB + SMC + IW-Buf
-37.776
779.487
1,596.75
2,414.013
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
83.3
-11.46
2.3
TB/SubTB + SMC
Gradient-free=true, SM...
2025.10
330.9
-10.56
30.1
SMC-RWM
Gradient-free=true
2025.10
1,787.5
-
-
TB + IW-Buf
Gradient-free=true, IW...
2025.10
2,813.9
-4.48
1,183.3
DDS
Gradient-free=true
2025.10
3,009.6
-5.16
3,054.3
LV
Gradient-free=true
2025.10
3,059.8
-5.19
2,936
TB
Gradient-free=true
2025.10
3,110.2
-5.19
3,156.7
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