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Benchmarks
Simulation-Based Inference on SBIBM Bernoulli GLM raw
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0.041
MMD^2
OneFlowSBI
0.01948
0.16474
0.31
0.45526
Jan 30, 2026
MMD^2
Updated 5d ago
Evaluation Results
Method
Method
Links
MMD^2
OneFlowSBI
Simulation budget=30k
2026.01
0.041
NPE
Simulation budget=30k
2026.01
0.051
NPE
Simulation budget=20k
2026.01
0.073
OneFlowSBI
Simulation budget=20k
2026.01
0.082
Simformer (Dense)
Simulation budget=30k
2026.01
0.102
NPE
Simulation budget=10k
2026.01
0.117
Simformer (Undirected)
Simulation budget=30k
2026.01
0.137
Simformer (Dense)
Simulation budget=20k
2026.01
0.169
OneFlowSBI
Simulation budget=10k
2026.01
0.234
Simformer (Undirected)
Simulation budget=20k
2026.01
0.392
Simformer (Dense)
Simulation budget=10k
2026.01
0.416
Simformer (Undirected)
Simulation budget=10k
2026.01
0.579
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