Simulation-based Inference on Hierarchical SIR
0.0001l-C2STLF
Evaluation Results
| Method | Links | |
|---|---|---|
| LFsite scaling (ns)=100, N=5,0002026.04 | 0.0001 | |
| LFsite scaling (ns)=50, N=5,0002026.04 | 0.0001 | |
| LFSimulation budget (N)=5,000, ns=502026.04 | 0.0001 | |
| LFSimulation budget (N)=10,000, ns=502026.04 | 0.0001 | |
| NPEsite scaling (ns)=10, N=5,0002026.04 | 0.0002 | |
| LFsite scaling (ns)=10, N=5,0002026.04 | 0.0002 | |
| Simformersite scaling (ns)=10, N=5,0002026.04 | 0.0002 | |
| FMPE Transformersite scaling (ns)=10, N=5,0002026.04 | 0.0002 | |
| PFsite scaling (ns)=10, N=5,0002026.04 | 0.0002 | |
| FMPEsite scaling (ns)=10, N=5,0002026.04 | 0.0002 | |
| LFsite scaling (ns)=20, N=5,0002026.04 | 0.0003 | |
| PFsite scaling (ns)=20, N=5,0002026.04 | 0.0004 | |
| PFsite scaling (ns)=1, N=5,0002026.04 | 0.0004 | |
| FMPE Transformersite scaling (ns)=1, N=5,0002026.04 | 0.0005 | |
| NPEsite scaling (ns)=1, N=5,0002026.04 | 0.0006 | |
| FMPEsite scaling (ns)=1, N=5,0002026.04 | 0.0006 | |
| SNPE (5 rounds)site scaling (ns)=1, N=5,0002026.04 | 0.0006 | |
| Simformersite scaling (ns)=1, N=5,0002026.04 | 0.0006 | |
| LFsite scaling (ns)=1, N=5,0002026.04 | 0.0006 | |
| Simformersite scaling (ns)=20, N=5,0002026.04 | 0.0296 | |
| FMPEsite scaling (ns)=20, N=5,0002026.04 | 0.0876 | |
| FMPE Transformersite scaling (ns)=20, N=5,0002026.04 | 0.105 | |
| SNPE (5 rounds)site scaling (ns)=10, N=5,0002026.04 | 0.109 | |
| PFSimulation budget (N)=10,000, ns=502026.04 | 0.121 | |
| FMPE Transformersite scaling (ns)=50, N=5,0002026.04 | 0.125 | |
| FMPE TransformerSimulation budget (N)=5,000, ns=502026.04 | 0.141 | |
| NPEsite scaling (ns)=20, N=5,0002026.04 | 0.161 | |
| NPEsite scaling (ns)=50, N=5,0002026.04 | 0.162 | |
| LFSimulation budget (N)=1,000, ns=502026.04 | 0.162 | |
| PFSimulation budget (N)=5,000, ns=502026.04 | 0.166 | |
| PFsite scaling (ns)=50, N=5,0002026.04 | 0.171 | |
| FMPE TransformerSimulation budget (N)=10,000, ns=502026.04 | 0.171 | |
| PFsite scaling (ns)=100, N=5,0002026.04 | 0.174 | |
| SimformerSimulation budget (N)=10,000, ns=502026.04 | 0.175 | |
| SNPE (5 rounds)site scaling (ns)=20, N=5,0002026.04 | 0.184 | |
| SimformerSimulation budget (N)=5,000, ns=502026.04 | 0.19 | |
| NPESimulation budget (N)=5,000, ns=502026.04 | 0.191 | |
| NPESimulation budget (N)=10,000, ns=502026.04 | 0.193 | |
| SNPE (5 rounds)Simulation budget (N)=10,000, ns=502026.04 | 0.193 | |
| FMPEsite scaling (ns)=100, N=5,0002026.04 | 0.203 | |
| FMPE Transformersite scaling (ns)=100, N=5,0002026.04 | 0.203 | |
| Simformersite scaling (ns)=50, N=5,0002026.04 | 0.203 | |
| PFSimulation budget (N)=1,000, ns=502026.04 | 0.205 | |
| FMPESimulation budget (N)=10,000, ns=502026.04 | 0.213 | |
| SimformerSimulation budget (N)=1,000, ns=502026.04 | 0.213 | |
| NPEsite scaling (ns)=100, N=5,0002026.04 | 0.221 | |
| NPESimulation budget (N)=1,000, ns=502026.04 | 0.222 | |
| SNPE (5 rounds)site scaling (ns)=50, N=5,0002026.04 | 0.231 | |
| FMPE TransformerSimulation budget (N)=1,000, ns=502026.04 | 0.233 | |
| FMPESimulation budget (N)=5,000, ns=502026.04 | 0.235 | |
| SNPE (5 rounds)Simulation budget (N)=5,000, ns=502026.04 | 0.235 | |
| FMPEsite scaling (ns)=50, N=5,0002026.04 | 0.237 | |
| FMPESimulation budget (N)=1,000, ns=502026.04 | 0.238 |