Offline Black-Box Optimization on Ant
0.935Normalized Median ScoreSPADE
Evaluation Results
| Method | Links | |
|---|---|---|
| SPADECandidates (K)=128, Random seeds=82026.05 | 0.935 | |
| BONETCandidates (K)=128, Random seeds=82026.05 | 0.819 | |
| ROOTCandidates (K)=128, Random seeds=82026.05 | 0.712 | |
| GTGCandidates (K)=128, Random seeds=82026.05 | 0.645 | |
| MINsCandidates (K)=128, Random seeds=82026.05 | 0.618 | |
| DDOMCandidates (K)=128, Random seeds=82026.05 | 0.615 | |
| Tri-mentoringCandidates (K)=128, Random seeds=82026.05 | 0.606 | |
| DEMOCandidates (K)=128, Random seeds=82026.05 | 0.604 | |
| MATCH-OPTCandidates (K)=128, Random seeds=82026.05 | 0.601 | |
| ICTCandidates (K)=128, Random seeds=82026.05 | 0.592 | |
| RGDCandidates (K)=128, Random seeds=82026.05 | 0.588 | |
| GA on GPCandidates (K)=128, Random seeds=82026.05 | 0.569 | |
| LTRCandidates (K)=128, Random seeds=82026.05 | 0.568 | |
| BO-qEICandidates (K)=128, Random seeds=82026.05 | 0.567 | |
| D(best)Candidates (K)=128, Random seeds=82026.05 | 0.565 | |
| COMsCandidates (K)=128, Random seeds=82026.05 | 0.564 | |
| PGSCandidates (K)=128, Random seeds=82026.05 | 0.532 | |
| MC-DropoutCandidates (K)=128, Random seeds=82026.05 | 0.521 | |
| RoMACandidates (K)=128, Random seeds=82026.05 | 0.477 | |
| BDICandidates (K)=128, Random seeds=82026.05 | 0.474 | |
| CbASCandidates (K)=128, Random seeds=82026.05 | 0.384 | |
| Standard GACandidates (K)=128, Random seeds=82026.05 | 0.206 | |
| GABOCandidates (K)=128, Random seeds=82026.05 | 0.19 | |
| REINFORCECandidates (K)=128, Random seeds=82026.05 | 0.138 | |
| CMA-ESCandidates (K)=128, Random seeds=82026.05 | -0.045 |