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Release v1.0.0 accompanying the EMNLP 2026 camera-ready paper (arXiv:2608.14927)
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setting_id,benchmark,condition,solver,model_endpoint,n,run_id,protocols_covered,analyses_covered
jeebench__text_only__gemma_4_31b,jeebench,text_only,gemma_4_31b,google/gemma-4-31B-it,515,gemma_4_31b,baseline_llm|single_agent|per|broadcast,matched
jeebench__text_only__gpt_oss_120b,jeebench,text_only,gpt_oss_120b,openai/gpt-oss-120b,515,gpt_oss_120b,baseline_llm|single_agent|per|broadcast,matched
labbench__llm_strict__gemma_4_31b,labbench,llm_strict,gemma_4_31b,google/gemma-4-31B-it,741,gemma_4_31b,baseline_llm|single_agent|per|broadcast,matched|confidence|router|interaction
labbench__llm_strict__gpt_oss_120b,labbench,llm_strict,gpt_oss_120b,openai/gpt-oss-120b,741,gpt_oss_120b,baseline_llm|single_agent|per|broadcast,matched|confidence|router|interaction
labbench__text_no_tool__gemma_4_31b_text_no_tool,labbench,text_no_tool,gemma_4_31b,google/gemma-4-31B-it,1542,gemma_4_31b_text_no_tool,baseline_llm|single_agent|per|broadcast,matched|confidence|router|interaction
labbench__text_no_tool__gpt_oss_120b_text_no_tool,labbench,text_no_tool,gpt_oss_120b,openai/gpt-oss-120b,1542,gpt_oss_120b_text_no_tool,baseline_llm|single_agent|per|broadcast,matched|confidence|router|interaction
omnimath2__competition_math_4181__gemma_4_31b,omnimath2,competition_math_4181,gemma_4_31b,google/gemma-4-31B-it,4181,gemma_4_31b,baseline_llm|single_agent|per|broadcast,matched|confidence|router|interaction
omnimath2__competition_math_4181__gpt_oss_120b,omnimath2,competition_math_4181,gpt_oss_120b,openai/gpt-oss-120b,4181,gpt_oss_120b,baseline_llm|single_agent|per|broadcast,matched|confidence|router|interaction
scibench__text_only__gemma_4_31b,scibench,text_only,gemma_4_31b,google/gemma-4-31B-it,565,gemma_4_31b,baseline_llm|single_agent|per|broadcast,matched
scibench__text_only__gpt_oss_120b,scibench,text_only,gpt_oss_120b,openai/gpt-oss-120b,565,gpt_oss_120b,baseline_llm|single_agent|per|broadcast,matched