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Benchmarks
Simulation-Based Inference on SBIBM Lotka–Volterra (C2ST)
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1
C2ST Score
NPE
0.82528
0.87064
0.916
0.96136
Jan 30, 2026
Feb 15, 2026
Mar 3, 2026
Mar 20, 2026
Apr 5, 2026
Apr 21, 2026
May 8, 2026
C2ST Score
Updated 23d ago
Evaluation Results
Method
Method
Links
C2ST Score
NPE
Simulation Budget=10k
2026.01
1
NPE
Simulation Budget=20k
2026.01
1
NPE
Simulation Budget=30k
2026.01
1
Simformer (Dense)
Simulation Budget=10k
2026.01
1
Simformer (Dense)
Simulation Budget=20k
2026.01
1
Simformer (Dense)
Simulation Budget=30k
2026.01
1
Simformer (Undirected)
Simulation Budget=10k
2026.01
1
Simformer (Undirected)
Simulation Budget=20k
2026.01
1
Simformer (Undirected)
Simulation Budget=30k
2026.01
1
OneFlowSBI
Simulation Budget=10k
2026.01
1
OneFlowSBI
Simulation Budget=20k
2026.01
1
OneFlowSBI
Simulation Budget=30k
2026.01
1
Learned summary + NSF
ntrain=10,000
2026.05
0.944
PFN-NPE
ntrain=10,000
2026.05
0.931
NPE-PFN
ntrain=10,000
2026.05
0.832
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