Sinusoidal
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| ADRF estimation | sinusoidal p=0.15 | RMSE0.117 | 22 | |
| Derivative recovery | sinusoidal p=0.25 (test) | MASE2.67 | 21 | |
| Regression | sinusoidal | RMSE0.094 | 15 | |
| Average Dose-Response Function (ADRF) Estimation | sinusoidal (p=0.25, n=800) synthetic (test) | Level-RMSE0.132 | 14 | |
| ADRF estimation | sinusoidal p=0.25 | RMSE0.229 | 11 | |
| ADRF estimation | sinusoidal p=0.00 | RMSE0.096 | 11 | |
| Derivative recovery | sinusoidal p=0 (clean) | MASE1.5 | 2 | |
| Black-box Optimization | Sinusoidal | Trials70 | 2 | |
| Derivative recovery | sinusoidal_heavytail p=0 (clean) | MASE1.5 | 1 |
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