Offline Black-Box Optimization on SuperC
46.3Normalized Median ScoreREINFORCE
Evaluation results
| Method | Links | |
|---|---|---|
| REINFORCECandidates (K)=128, Random seeds=82026.05 | 46.3 | |
| SPADECandidates (K)=128, Random seeds=82026.05 | 43.6 | |
| LTRCandidates (K)=128, Random seeds=82026.05 | 42 | |
| RGDCandidates (K)=128, Random seeds=82026.05 | 41.5 | |
| BDICandidates (K)=128, Random seeds=82026.05 | 41.2 | |
| MATCH-OPTCandidates (K)=128, Random seeds=82026.05 | 40.5 | |
| ROOTCandidates (K)=128, Random seeds=82026.05 | 40.5 | |
| DEMOCandidates (K)=128, Random seeds=82026.05 | 40 | |
| D(best)Candidates (K)=128, Random seeds=82026.05 | 39.9 | |
| ICTCandidates (K)=128, Random seeds=82026.05 | 39.9 | |
| MC-DropoutCandidates (K)=128, Random seeds=82026.05 | 39.5 | |
| GTGCandidates (K)=128, Random seeds=82026.05 | 38 | |
| CMA-ESCandidates (K)=128, Random seeds=82026.05 | 37.9 | |
| PGSCandidates (K)=128, Random seeds=82026.05 | 37.9 | |
| RoMACandidates (K)=128, Random seeds=82026.05 | 37 | |
| BONETCandidates (K)=128, Random seeds=82026.05 | 36.9 | |
| GA on GPCandidates (K)=128, Random seeds=82026.05 | 36.4 | |
| Tri-mentoringCandidates (K)=128, Random seeds=82026.05 | 35.5 | |
| GABOCandidates (K)=128, Random seeds=82026.05 | 35 | |
| DDOMCandidates (K)=128, Random seeds=82026.05 | 34.6 | |
| MINsCandidates (K)=128, Random seeds=82026.05 | 33.6 | |
| Standard GACandidates (K)=128, Random seeds=82026.05 | 33.4 | |
| COMsCandidates (K)=128, Random seeds=82026.05 | 31.6 | |
| BO-qEICandidates (K)=128, Random seeds=82026.05 | 30 | |
| CbASCandidates (K)=128, Random seeds=82026.05 | 11.1 |