Multi-Discipline Scientific Reasoning on WildSci (test)
58.5Sci ScoreLLMZERO
Evaluation results
| Method | Links | |
|---|---|---|
| LLMZEROType=Adaptive, Backbone=Qwen3-4B, Iterations=162026.06 | 58.5 | |
| Skill-based LLM agentType=Adaptive, Backbone=Qwen3-4B, Iterations=162026.06 | 56.6 | |
| Random searchType=Static, Backbone=Qwen3-4B, Iterations=162026.06 | 55.8 | |
| Qwen3-4BType=–, Backbone=Qwen3-4B, Iterations=162026.06 | 53.6 | |
| PractitionerType=Static, Backbone=Qwen3-4B, Iterations=162026.06 | 53.2 | |
| Grid searchType=Static, Backbone=Qwen3-4B, Iterations=162026.06 | 53 |