Simulation-based inference on sbibm GL (d=5) (test)
100Gap closed toward OracleOracle
Evaluation Results
| Method | Links | |
|---|---|---|
| Oracletype=neural, backbone=DDPM2026.06 | 100 | |
| MA-SBIz only=true, no ground-truth pairs required=true, n_cal=500, backbone=DDPM2026.06 | 91 | |
| RoPE-Sinkhorntuned epsilon=true, requires ground-truth parameter pairs=true, n_cal=500, backbone=DDPM2026.06 | 18 | |
| RoPE-EMDrequires ground-truth parameter pairs=true, n_cal=500, backbone=DDPM2026.06 | 9 | |
| NPEmode=baseline, n_cal=500, backbone=DDPM2026.06 | 0 | |
| NNPEvariant=noise-aug, requires ground-truth parameter pairs=true, n_cal=500, backbone=DDPM2026.06 | -2 | |
| NPE+z-concatz as NPE input=true, requires ground-truth parameter pairs=true, n_cal=500, backbone=DDPM2026.06 | -25 | |
| g(z) -> yregression=direct, requires ground-truth parameter pairs=true, n_cal=500, backbone=DDPM2026.06 | -462 | |
| g(z) -> thetaregression=direct, requires ground-truth parameter pairs=true, n_cal=500, backbone=DDPM2026.06 | -776 |