Offline Black-Box Optimization on D’Kitty
0.941Normalized Median ScorePGS
Evaluation Results
| Method | Links | |
|---|---|---|
| PGSCandidates (K)=128, Random seeds=82026.05 | 0.941 | |
| ROOTCandidates (K)=128, Random seeds=82026.05 | 0.919 | |
| BONETCandidates (K)=128, Random seeds=82026.05 | 0.907 | |
| SPADECandidates (K)=128, Random seeds=82026.05 | 0.905 | |
| GTGCandidates (K)=128, Random seeds=82026.05 | 0.901 | |
| DEMOCandidates (K)=128, Random seeds=82026.05 | 0.891 | |
| MATCH-OPTCandidates (K)=128, Random seeds=82026.05 | 0.889 | |
| MINsCandidates (K)=128, Random seeds=82026.05 | 0.887 | |
| LTRCandidates (K)=128, Random seeds=82026.05 | 0.885 | |
| D(best)Candidates (K)=128, Random seeds=82026.05 | 0.884 | |
| BO-qEICandidates (K)=128, Random seeds=82026.05 | 0.883 | |
| RGDCandidates (K)=128, Random seeds=82026.05 | 0.882 | |
| COMsCandidates (K)=128, Random seeds=82026.05 | 0.881 | |
| MC-DropoutCandidates (K)=128, Random seeds=82026.05 | 0.876 | |
| ICTCandidates (K)=128, Random seeds=82026.05 | 0.874 | |
| GA on GPCandidates (K)=128, Random seeds=82026.05 | 0.873 | |
| Tri-mentoringCandidates (K)=128, Random seeds=82026.05 | 0.866 | |
| DDOMCandidates (K)=128, Random seeds=82026.05 | 0.861 | |
| BDICandidates (K)=128, Random seeds=82026.05 | 0.855 | |
| RoMACandidates (K)=128, Random seeds=82026.05 | 0.854 | |
| Standard GACandidates (K)=128, Random seeds=82026.05 | 0.801 | |
| CbASCandidates (K)=128, Random seeds=82026.05 | 0.753 | |
| CMA-ESCandidates (K)=128, Random seeds=82026.05 | 0.684 | |
| GABOCandidates (K)=128, Random seeds=82026.05 | 0.674 | |
| REINFORCECandidates (K)=128, Random seeds=82026.05 | 0.356 |