Meta-Black-Box Optimization (RLEPSO) on BBOB (test)
0.0041Attractive SectorREADY
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| READYZero-shot evaluation=true, LLM Backbone=DeepSeek-V3.2, MetaBBO Framework=RLEPSO, Independent runs=51, Discovery strategy=Unified run for all frameworks2026.01 | 0.0041 | 1.43 | 65.2 | 1.13 | 0.0001 | 18 | 571 | 7.79 | 0.974 | 25 | 2.95 | 2.91 | 3.09 | 1.43 | 15.5 | 2.52 | 2.38 | |
| ReEvoZero-shot evaluation=true, LLM Backbone=DeepSeek-V3.2, MetaBBO Framework=RLEPSO, Independent runs=512026.01 | 0.0041 | 1.23 | 65.4 | 1.21 | 0.0001 | 14.6 | 653 | 9.26 | 0.981 | 24.3 | 3.1 | 3.26 | 3.24 | 1.42 | 16.2 | 2.71 | 3.06 | |
| HandcraftedZero-shot evaluation=true, MetaBBO Framework=RLEPSO, Independent runs=512026.01 | 0.0062 | 1.45 | 57.5 | 1.34 | 0.0002 | 13.6 | 680 | 7.97 | 1.16 | 25.5 | 3.17 | 3.81 | 2.37 | 1.29 | 11 | 2 | 2.75 | |
| EoHZero-shot evaluation=true, LLM Backbone=DeepSeek-V3.2, MetaBBO Framework=RLEPSO, Independent runs=512026.01 | 0.0139 | 1.2 | 52.7 | 1.75 | 0.0004 | 14.2 | 815 | 7.82 | 1.33 | 29.4 | 3.78 | 5.96 | 2.21 | 1.31 | 19.2 | 1.43 | 3.44 | |
| EurekaZero-shot evaluation=true, LLM Backbone=DeepSeek-V3.2, MetaBBO Framework=RLEPSO, Independent runs=512026.01 | 0.0239 | 1.51 | 52.3 | 1.73 | 0.0004 | 13.7 | 921 | 7.85 | 1.31 | 27.6 | 3.79 | 5.65 | 2.42 | 1.26 | 11.3 | 1.33 | 3.38 |