Rastrigin
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Surrogate Modeling | Rastrigin 5D | Normalized RMSE0.95 | 16 | |
| Bayesian Optimization | Rastrigin (d=100) synthetic (round 10) | Relative Batch Instantaneous Regret50.1 | 9 | |
| Bayesian Optimization | Rastrigin d=50 synthetic (round 10) | Relative Batch Instantaneous Regret0.573 | 9 | |
| Bayesian Optimization | Rastrigin d=20 synthetic (round 10) | Relative Batch Instantaneous Regret0.541 | 9 | |
| Bayesian Optimization | Rastrigin d=10 synthetic (round 10) | Relative Batch Instantaneous Regret0.402 | 9 | |
| Bayesian Optimization | Rastrigin d=2 synthetic (round 10) | Relative Batch Instantaneous Regret0.407 | 9 | |
| Optimization | Rastrigin | Average Entropy S0.9034 | 6 | |
| Bayesian Optimization | Rastrigin d+1=5 | Average Regret17.81 | 6 | |
| Global Optimization | Rastrigin 1000D (test) | Fitness (Mean)54,188 | 5 | |
| Global Optimization | Rastrigin 10-dimensional | Final Error0 | 5 |
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