Hyperparameter Optimization on California XGB (test)
0.0225Final Simple RegretDec-ICL-LCB
Evaluation Results
| Method | Links | |
|---|---|---|
| Dec-ICL-LCBFamily=Dec-ICL2026.05 | 0.0225 | |
| Dec-ICL-TS-TotalFamily=Dec-ICL2026.05 | 0.0262 | |
| GP-TS-EpiFamily=Baseline2026.05 | 0.0263 | |
| Dec-ICL-LCB-TotalFamily=Dec-ICL2026.05 | 0.0273 | |
| Dec-PFN-TSFamily=Dec-PFN2026.05 | 0.0278 | |
| Tuned-ICL-TSFamily=Tuned-ICL2026.05 | 0.0281 | |
| TPE (Optuna)Family=Baseline2026.05 | 0.0282 | |
| Dec-ICL-LogEIFamily=Dec-ICL2026.05 | 0.0286 | |
| GP-TSFamily=Baseline2026.05 | 0.0287 | |
| GP (BoTorch)Family=Baseline2026.05 | 0.0287 | |
| GP-EIFamily=Baseline2026.05 | 0.0291 | |
| Tuned-ICL-LCBFamily=Tuned-ICL2026.05 | 0.0299 | |
| GP-EI (BoTorch)Family=Baseline2026.05 | 0.03 | |
| Tuned-ICL-LogEIFamily=Tuned-ICL2026.05 | 0.0301 | |
| Tuned-PFN-LogEIFamily=Tuned-PFN2026.05 | 0.0305 | |
| Tuned-PFN-LCBFamily=Tuned-PFN2026.05 | 0.0333 | |
| Dec-PFN-LCBFamily=Dec-PFN2026.05 | 0.0333 | |
| RandomFamily=Baseline2026.05 | 0.0339 | |
| Dec-ICL-TSFamily=Dec-ICL2026.05 | 0.0347 | |
| Tuned-PFN-TSFamily=Tuned-PFN2026.05 | 0.0347 | |
| Dec-PFN-LogEIFamily=Dec-PFN2026.05 | 0.0373 | |
| Dec-ICL-EIFamily=Dec-ICL2026.05 | 0.039 |