Example
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Monte Carlo Integration | Example 2 | Error (E)0 | 84 | |
| Expectation Estimation | Example 1 | E* Metric0 | 20 | |
| e-good arm identification | Example 2 | False Selection Probability0 | 16 | |
| Classification | Example N=1000 | Classification Risk10 | 12 | |
| Classification | Example N=100 | Classification Risk11 | 12 | |
| Feasible arm identification | Example 3 | PFS0 | 8 | |
| Feasible arm identification | Example 1 | PFS0.02 | 8 | |
| e-good arm identification | Example 3 | False Selection Probability0.03 | 8 | |
| Rectified prediction | Example 4 Constitutive law (test) | NMSE4.4 | 4 | |
| Rectified prediction | Example 3 Boundary conditions (test) | NMSE6.6 | 4 | |
| Inference (estimation) | Example Boundary conditions 3 (test) | NMSE (%)0.063 | 4 | |
| Debris Visitation | Example 10 iterations (test) | Average Visitation Score30.4 | 4 |
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