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ResearchFormerly WizWand

Offline Black-Box Optimization on Ant

0.935Normalized Median ScoreSPADE
-0.08420.18040.4450.7096May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SPADECandidates (K)=128, Random seeds=82026.050.935
BONETCandidates (K)=128, Random seeds=82026.050.819
ROOTCandidates (K)=128, Random seeds=82026.050.712
GTGCandidates (K)=128, Random seeds=82026.050.645
MINsCandidates (K)=128, Random seeds=82026.050.618
DDOMCandidates (K)=128, Random seeds=82026.050.615
Tri-mentoringCandidates (K)=128, Random seeds=82026.050.606
DEMOCandidates (K)=128, Random seeds=82026.050.604
MATCH-OPTCandidates (K)=128, Random seeds=82026.050.601
ICTCandidates (K)=128, Random seeds=82026.050.592
RGDCandidates (K)=128, Random seeds=82026.050.588
GA on GPCandidates (K)=128, Random seeds=82026.050.569
LTRCandidates (K)=128, Random seeds=82026.050.568
BO-qEICandidates (K)=128, Random seeds=82026.050.567
D(best)Candidates (K)=128, Random seeds=82026.050.565
COMsCandidates (K)=128, Random seeds=82026.050.564
PGSCandidates (K)=128, Random seeds=82026.050.532
MC-DropoutCandidates (K)=128, Random seeds=82026.050.521
RoMACandidates (K)=128, Random seeds=82026.050.477
BDICandidates (K)=128, Random seeds=82026.050.474
CbASCandidates (K)=128, Random seeds=82026.050.384
Standard GACandidates (K)=128, Random seeds=82026.050.206
GABOCandidates (K)=128, Random seeds=82026.050.19
REINFORCECandidates (K)=128, Random seeds=82026.050.138
CMA-ESCandidates (K)=128, Random seeds=82026.05-0.045