Example 1
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Best Arm Identification | Example 1 Synthetic | False Selection Probability3 | 10 | |
| Sparse Modeling | Example 1 sigma=2 | Pre Error4.6958 | 8 | |
| Estimation Error | Example 1 sigma=2 (N=100) | Estimation Error1.1677 | 8 | |
| e-good arm identification | Example 1 | False Selection Probability3 | 8 | |
| Solving 1D advection-diffusion equation | Example 1 epsilon = 2^-10 | L2 Error0.0031 | 7 | |
| Solving 1D advection-diffusion equation | Example 1 epsilon = 2^-7 | L2 Error0.0005 | 7 | |
| Solving 1D advection-diffusion equation | Example 1 epsilon = 2^-4 | L2 Error0 | 7 | |
| Rectified prediction | Example 1 Beam theory (test) | NMSE (%)0.0016 | 4 | |
| Inference (estimation) | Example 1 Beam theory (test) | NMSE (%)0.0034 | 4 | |
| Expectation Estimation | Example 1 Synthetic 2D distribution 1.0 (test) | E*- | 0 |
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