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ResearchFormerly WizWand

Offline Black-Box Optimization on TF10

0.748Normalized Median ScoreSPADE
0.43080.513150.59550.67785May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SPADECandidates (K)=128, Random seeds=82026.050.748
ICTCandidates (K)=128, Random seeds=82026.050.541
Standard GACandidates (K)=128, Random seeds=82026.050.539
Tri-mentoringCandidates (K)=128, Random seeds=82026.050.527
DEMOCandidates (K)=128, Random seeds=82026.050.522
MC-DropoutCandidates (K)=128, Random seeds=82026.050.514
RoMACandidates (K)=128, Random seeds=82026.050.512
D(best)Candidates (K)=128, Random seeds=82026.050.511
MATCH-OPTCandidates (K)=128, Random seeds=82026.050.497
BONETCandidates (K)=128, Random seeds=82026.050.496
RGDCandidates (K)=128, Random seeds=82026.050.492
GA on GPCandidates (K)=128, Random seeds=82026.050.485
CMA-ESCandidates (K)=128, Random seeds=82026.050.484
LTRCandidates (K)=128, Random seeds=82026.050.477
BDICandidates (K)=128, Random seeds=82026.050.476
REINFORCECandidates (K)=128, Random seeds=82026.050.475
ROOTCandidates (K)=128, Random seeds=82026.050.473
MINsCandidates (K)=128, Random seeds=82026.050.468
BO-qEICandidates (K)=128, Random seeds=82026.050.467
COMsCandidates (K)=128, Random seeds=82026.050.467
DDOMCandidates (K)=128, Random seeds=82026.050.464
CbASCandidates (K)=128, Random seeds=82026.050.463
GABOCandidates (K)=128, Random seeds=82026.050.457
GTGCandidates (K)=128, Random seeds=82026.050.452
PGSCandidates (K)=128, Random seeds=82026.050.443