Meta-Black-Box Optimization (RLDAS) on BBOB (test)
0.128Attractive SectorREADY
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| READYZero-shot evaluation=true, LLM Backbone=DeepSeek-V3.2, MetaBBO Framework=RLDAS, Independent runs=51, Discovery strategy=Unified run for all frameworks2026.01 | 0.128 | 6.88 | 30.9 | 1.62 | 0.0005 | 3.2 | 267 | 0.53 | 1.27 | 39.9 | 2.6 | 4.48 | 1.2 | 0.606 | 2.32 | 0.542 | 2.06 | |
| EurekaZero-shot evaluation=true, LLM Backbone=DeepSeek-V3.2, MetaBBO Framework=RLDAS, Independent runs=512026.01 | 0.136 | 6.87 | 31.2 | 1.63 | 0.0005 | 3.12 | 283 | 0.502 | 1.26 | 39.5 | 2.64 | 4.51 | 1.21 | 0.607 | 2.19 | 0.602 | 3.13 | |
| HandcraftedZero-shot evaluation=true, MetaBBO Framework=RLDAS, Independent runs=512026.01 | 0.137 | 6.66 | 31.1 | 1.67 | 0.0005 | 3.38 | 281 | 0.581 | 1.26 | 39.6 | 2.7 | 4.5 | 1.21 | 0.606 | 2.36 | 0.562 | 3.31 | |
| EoHZero-shot evaluation=true, LLM Backbone=DeepSeek-V3.2, MetaBBO Framework=RLDAS, Independent runs=512026.01 | 0.144 | 6.75 | 30.9 | 1.62 | 0.0005 | 3.26 | 279 | 0.539 | 1.29 | 39.8 | 2.65 | 4.51 | 1.16 | 0.609 | 2.27 | 0.616 | 2.93 | |
| ReEvoZero-shot evaluation=true, LLM Backbone=DeepSeek-V3.2, MetaBBO Framework=RLDAS, Independent runs=512026.01 | 0.144 | 6.76 | 31.1 | 1.62 | 0.0005 | 3.37 | 282 | 0.546 | 1.28 | 40 | 2.65 | 4.51 | 1.16 | 0.607 | 2.34 | 0.562 | 3.56 |