Simulation-Based Inference on SBIBM Lotka–Volterra (C2ST)
1C2ST ScoreNPE
Evaluation results
| Method | Links | |
|---|---|---|
| NPESimulation Budget=10k2026.01 | 1 | |
| NPESimulation Budget=20k2026.01 | 1 | |
| NPESimulation Budget=30k2026.01 | 1 | |
| Simformer (Dense)Simulation Budget=10k2026.01 | 1 | |
| Simformer (Dense)Simulation Budget=20k2026.01 | 1 | |
| Simformer (Dense)Simulation Budget=30k2026.01 | 1 | |
| Simformer (Undirected)Simulation Budget=10k2026.01 | 1 | |
| Simformer (Undirected)Simulation Budget=20k2026.01 | 1 | |
| Simformer (Undirected)Simulation Budget=30k2026.01 | 1 | |
| OneFlowSBISimulation Budget=10k2026.01 | 1 | |
| OneFlowSBISimulation Budget=20k2026.01 | 1 | |
| OneFlowSBISimulation Budget=30k2026.01 | 1 | |
| Learned summary + NSFntrain=10,0002026.05 | 0.944 | |
| PFN-NPEntrain=10,0002026.05 | 0.931 | |
| NPE-PFNntrain=10,0002026.05 | 0.832 |