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ResearchFormerly WizWand

Geometric Optimization on CP

1.0003Fitness ScoreBaSE-Thompson
0.435060.5818050.728550.875295May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BaSE-ThompsonModel=Qwen3-8B, Evolution Strategy=Thompson, LLM calls=5122026.051.0003
BaSE-ThompsonModel=Qwen3-14B, Evolution Strategy=Thompson, LLM calls=5122026.051.0003
BaSE-EXP3.PModel=Qwen3-8B, Evolution Strategy=EXP3.P, LLM calls=5122026.050.9993
ShinkaEvolveModel=Qwen3-8B, Evolution Strategy=ShinkaEvolve, LLM calls=5122026.050.9986
GreedyModel=Qwen3-8B, Evolution Strategy=Greedy, LLM calls=5122026.050.9985
ShinkaEvolveModel=Qwen3-14B, Evolution Strategy=ShinkaEvolve, LLM calls=5122026.050.9981
BaSE-UCBModel=Qwen3-14B, Evolution Strategy=UCB, LLM calls=5122026.050.9972
BaSE-EXP3.PModel=Qwen3-14B, Evolution Strategy=EXP3.P, LLM calls=5122026.050.9967
BaSE-UCBModel=Qwen3-8B, Evolution Strategy=UCB, LLM calls=5122026.050.9965
GreedyModel=Qwen3-14B, Evolution Strategy=Greedy, LLM calls=5122026.050.9802
BaSE-ThompsonModel=Llama, Evolution Strategy=Thompson, LLM calls=5122026.050.9533
BaSE-EXP3.PModel=Llama, Evolution Strategy=EXP3.P, LLM calls=5122026.050.9484
BaSE-UCBModel=Llama, Evolution Strategy=UCB, LLM calls=5122026.050.9451
CodeEvolveModel=Qwen3-14B, Evolution Strategy=CodeEvolve, LLM calls=5122026.050.8768
OpenEvolveModel=Qwen3-14B, Evolution Strategy=OpenEvolve, LLM calls=5122026.050.8577
GreedyModel=Llama, Evolution Strategy=Greedy, LLM calls=5122026.050.8432
ShinkaEvolveModel=Llama, Evolution Strategy=ShinkaEvolve, LLM calls=5122026.050.8305
OpenEvolveModel=Qwen3-8B, Evolution Strategy=OpenEvolve, LLM calls=5122026.050.8279
CodeEvolveModel=Qwen3-8B, Evolution Strategy=CodeEvolve, LLM calls=5122026.050.7692
OpenEvolveModel=Llama, Evolution Strategy=OpenEvolve, LLM calls=5122026.050.7033
CodeEvolveModel=Llama, Evolution Strategy=CodeEvolve, LLM calls=5122026.050.4568