Geometric Optimization on MMD
99.83Fitness ScoreBaSE-Thompson
Evaluation Results
| Method | Links | |
|---|---|---|
| BaSE-ThompsonModel=Qwen3-14B, Evolution Strategy=Thompson, LLM calls=5122026.05 | 99.83 | |
| BaSE-UCBModel=Qwen3-14B, Evolution Strategy=UCB, LLM calls=5122026.05 | 99.69 | |
| OpenEvolveModel=Qwen3-14B, Evolution Strategy=OpenEvolve, LLM calls=5122026.05 | 99.49 | |
| CodeEvolveModel=Qwen3-14B, Evolution Strategy=CodeEvolve, LLM calls=5122026.05 | 99.34 | |
| ShinkaEvolveModel=Qwen3-14B, Evolution Strategy=ShinkaEvolve, LLM calls=5122026.05 | 99.24 | |
| BaSE-EXP3.PModel=Qwen3-14B, Evolution Strategy=EXP3.P, LLM calls=5122026.05 | 99.22 | |
| GreedyModel=Qwen3-14B, Evolution Strategy=Greedy, LLM calls=5122026.05 | 98.16 | |
| BaSE-EXP3.PModel=Qwen3-8B, Evolution Strategy=EXP3.P, LLM calls=5122026.05 | 96.58 | |
| BaSE-UCBModel=Qwen3-8B, Evolution Strategy=UCB, LLM calls=5122026.05 | 96.03 | |
| BaSE-ThompsonModel=Qwen3-8B, Evolution Strategy=Thompson, LLM calls=5122026.05 | 96.03 | |
| GreedyModel=Qwen3-8B, Evolution Strategy=Greedy, LLM calls=5122026.05 | 95.97 | |
| OpenEvolveModel=Qwen3-8B, Evolution Strategy=OpenEvolve, LLM calls=5122026.05 | 95.61 | |
| BaSE-UCBModel=Llama, Evolution Strategy=UCB, LLM calls=5122026.05 | 95.12 | |
| ShinkaEvolveModel=Qwen3-8B, Evolution Strategy=ShinkaEvolve, LLM calls=5122026.05 | 90.99 | |
| BaSE-ThompsonModel=Llama, Evolution Strategy=Thompson, LLM calls=5122026.05 | 86.34 | |
| BaSE-EXP3.PModel=Llama, Evolution Strategy=EXP3.P, LLM calls=5122026.05 | 85.16 | |
| GreedyModel=Llama, Evolution Strategy=Greedy, LLM calls=5122026.05 | 84.24 | |
| CodeEvolveModel=Qwen3-8B, Evolution Strategy=CodeEvolve, LLM calls=5122026.05 | 84.14 | |
| ShinkaEvolveModel=Llama, Evolution Strategy=ShinkaEvolve, LLM calls=5122026.05 | 72.53 | |
| OpenEvolveModel=Llama, Evolution Strategy=OpenEvolve, LLM calls=5122026.05 | 63.78 | |
| CodeEvolveModel=Llama, Evolution Strategy=CodeEvolve, LLM calls=5122026.05 | 23.15 |