SBIBM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Simulation-Based Inference | SBIBM Gaussian Linear | C2ST0.97 | 19 | |
| Simulation-Based Inference | SBIBM Lotka–Volterra | C2ST Score1 | 15 | |
| Simulation-Based Inference | SBIBM SIR | C2ST83.3 | 12 | |
| Simulation-Based Inference | SBIBM Bernoulli GLM | C2ST0.696 | 12 | |
| Simulation-Based Inference | SBIBM Two Moons | C2ST0.509 | 12 | |
| Simulation-Based Inference | SBIBM SLCP | C2ST Score90.5 | 12 | |
| Simulation-Based Inference | SBIBM Gaussian Linear Uniform | C2ST0.656 | 12 | |
| Simulation-Based Inference | SBIBM Gaussian Mixture | C2ST0.582 | 12 | |
| Simulation-Based Inference | SBIBM Bernoulli GLM raw | C2ST0.998 | 12 | |
| Simulation-Based Inference | SBIBM SLCP Distractors | C2ST97.9 | 12 | |
| Simulation-Based Inference | SBIBM SIR | MMD^20.344 | 12 | |
| Simulation-Based Inference | SBIBM Bernoulli GLM | MMD^29.05 | 12 | |
| Simulation-Based Inference | SBIBM Two Moons | MMD^20.22 | 12 | |
| Simulation-Based Inference | SBIBM SLCP | MMD^20.003 | 12 | |
| Simulation-Based Inference | SBIBM Gaussian Linear Uniform | MMD^20.11 | 12 | |
| Simulation-Based Inference | SBIBM Gaussian Linear | MMD^20.08 | 12 | |
| Simulation-Based Inference | SBIBM Gaussian Mixture | MMD^20.29 | 12 | |
| Simulation-Based Inference | SBIBM Lotka–Volterra | MMD^20.557 | 12 | |
| Simulation-Based Inference | SBIBM Bernoulli GLM raw | MMD^20.041 | 12 | |
| Simulation-Based Inference | SBIBM SLCP Distractors | MMD^20.093 | 12 | |
| Posterior Estimation | SBIBM SLCP | Joint C2ST95 | 10 | |
| Simulation-based inference | sbibm Two Moons suite (test) | Gap Closed toward Oracle100 | 9 | |
| Simulation-based inference | sbibm SLCP (d=5) suite (test) | Gap Closed Toward Oracle100 | 9 | |
| Simulation-based inference | sbibm GL (d=5) (test) | Gap closed toward Oracle100 | 9 | |
| Posterior Estimation | SBIBM Lotka-Volterra | Joint C2ST1 | 9 |
Showing 25 of 38 rows