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Benchmarks
Simulation-Based Inference on SBIBM Bernoulli GLM
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9.05
MMD^2
OneFlowSBI
7.1472
19.9911
32.835
45.6789
Jan 30, 2026
MMD^2
Updated 5d ago
Evaluation Results
Method
Method
Links
MMD^2
OneFlowSBI
Simulation budget=30k
2026.01
9.05
Simformer (Undirected)
Simulation budget=30k
2026.01
10.64
OneFlowSBI
Simulation budget=20k
2026.01
16.7
Simformer (Dense)
Simulation budget=30k
2026.01
16.73
Simformer (Undirected)
Simulation budget=20k
2026.01
17.18
Simformer (Dense)
Simulation budget=20k
2026.01
18.54
OneFlowSBI
Simulation budget=10k
2026.01
25.3
NPE
Simulation budget=20k
2026.01
25.52
Simformer (Dense)
Simulation budget=10k
2026.01
28.58
Simformer (Undirected)
Simulation budget=10k
2026.01
29.47
NPE
Simulation budget=30k
2026.01
34.64
NPE
Simulation budget=10k
2026.01
56.62
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