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ResearchFormerly WizWand

Simulation-based Inference on Hierarchical SIR

0.0001l-C2STLF
-0.0094440.0547960.1190370.183277Apr 22, 2026
Updated 6mo ago

Evaluation results

MethodLinks
LFsite scaling (ns)=100, N=5,0002026.040.0001
LFsite scaling (ns)=50, N=5,0002026.040.0001
LFSimulation budget (N)=5,000, ns=502026.040.0001
LFSimulation budget (N)=10,000, ns=502026.040.0001
NPEsite scaling (ns)=10, N=5,0002026.040.0002
LFsite scaling (ns)=10, N=5,0002026.040.0002
Simformersite scaling (ns)=10, N=5,0002026.040.0002
FMPE Transformersite scaling (ns)=10, N=5,0002026.040.0002
PFsite scaling (ns)=10, N=5,0002026.040.0002
FMPEsite scaling (ns)=10, N=5,0002026.040.0002
LFsite scaling (ns)=20, N=5,0002026.040.0003
PFsite scaling (ns)=20, N=5,0002026.040.0004
PFsite scaling (ns)=1, N=5,0002026.040.0004
FMPE Transformersite scaling (ns)=1, N=5,0002026.040.0005
NPEsite scaling (ns)=1, N=5,0002026.040.0006
FMPEsite scaling (ns)=1, N=5,0002026.040.0006
SNPE (5 rounds)site scaling (ns)=1, N=5,0002026.040.0006
Simformersite scaling (ns)=1, N=5,0002026.040.0006
LFsite scaling (ns)=1, N=5,0002026.040.0006
Simformersite scaling (ns)=20, N=5,0002026.040.0296
FMPEsite scaling (ns)=20, N=5,0002026.040.0876
FMPE Transformersite scaling (ns)=20, N=5,0002026.040.105
SNPE (5 rounds)site scaling (ns)=10, N=5,0002026.040.109
PFSimulation budget (N)=10,000, ns=502026.040.121
FMPE Transformersite scaling (ns)=50, N=5,0002026.040.125
FMPE TransformerSimulation budget (N)=5,000, ns=502026.040.141
NPEsite scaling (ns)=20, N=5,0002026.040.161
NPEsite scaling (ns)=50, N=5,0002026.040.162
LFSimulation budget (N)=1,000, ns=502026.040.162
PFSimulation budget (N)=5,000, ns=502026.040.166
PFsite scaling (ns)=50, N=5,0002026.040.171
FMPE TransformerSimulation budget (N)=10,000, ns=502026.040.171
PFsite scaling (ns)=100, N=5,0002026.040.174
SimformerSimulation budget (N)=10,000, ns=502026.040.175
SNPE (5 rounds)site scaling (ns)=20, N=5,0002026.040.184
SimformerSimulation budget (N)=5,000, ns=502026.040.19
NPESimulation budget (N)=5,000, ns=502026.040.191
NPESimulation budget (N)=10,000, ns=502026.040.193
SNPE (5 rounds)Simulation budget (N)=10,000, ns=502026.040.193
FMPEsite scaling (ns)=100, N=5,0002026.040.203
FMPE Transformersite scaling (ns)=100, N=5,0002026.040.203
Simformersite scaling (ns)=50, N=5,0002026.040.203
PFSimulation budget (N)=1,000, ns=502026.040.205
FMPESimulation budget (N)=10,000, ns=502026.040.213
SimformerSimulation budget (N)=1,000, ns=502026.040.213
NPEsite scaling (ns)=100, N=5,0002026.040.221
NPESimulation budget (N)=1,000, ns=502026.040.222
SNPE (5 rounds)site scaling (ns)=50, N=5,0002026.040.231
FMPE TransformerSimulation budget (N)=1,000, ns=502026.040.233
FMPESimulation budget (N)=5,000, ns=502026.040.235
SNPE (5 rounds)Simulation budget (N)=5,000, ns=502026.040.235
FMPEsite scaling (ns)=50, N=5,0002026.040.237
FMPESimulation budget (N)=1,000, ns=502026.040.238