eval-harness

metric

judge_openai_l

better
higher
kind
quality: measured against a reference or by a judge
decides
no goal
weighed by
no goal
recorded on
cnn_dailymail_200

01what it measures, and how

Judge openai_l's mean score for the output, on the scorer's scale.

A project explains its own metric at length with METRIC_DESCRIPTIONS = {"judge_openai_l": {"summary": "…", "details": "…"}}.

02on cnn_dailymail_200

judge judge-summ-v2cnn_openai_l_n200_v1 · judged/judge-summ-v2: 4.957cnn_openai_m_n200_v1 · judged/judge-summ-v2: 4.906cnn_anthropic_l_n200_v1 · judged/judge-summ-v2: 4.865cnn_deepseek_m_n200_v1 · judged/judge-summ-v2: 4.841cnn_openai_s_n200_v1 · judged/judge-summ-v2: 4.804cnn_deepseek_l_n200_v1 · judged/judge-summ-v2: 4.784cnn_anthropic_m_n200_v1 · judged/judge-summ-v2: 4.755cnn_glm_m_n200_v1 · judged/judge-summ-v2: 4.744cnn_gemma_l_n200_v1 · judged/judge-summ-v2: 4.684cnn_deepseek_s_n200_v1 · judged/judge-summ-v2: 4.675cnn_gemma_m_n200_v1 · judged/judge-summ-v2: 4.651cnn_anthropic_s_n200_v1 · judged/judge-summ-v2: 4.646cnn_llama_l_n200_v1 · judged/judge-summ-v2: 4.588cnn_qwen_l_n200_v1 · judged/judge-summ-v2: 4.572cnn_qwen_m_n200_v1 · judged/judge-summ-v2: 4.57cnn_llama_m_n200_v1 · judged/judge-summ-v2: 4.54cnn_llama_s_n200_v1 · judged/judge-summ-v2: 4.514cnn_qwen_s_n200_v1 · judged/judge-summ-v2: 4.503cnn_glm_s_n200_v1 · judged/judge-summ-v2: 4.478cnn_mistral_s_n200_v1 · judged/judge-summ-v2: 4.434cnn_gemma_s_n200_v1 · judged/judge-summ-v2: 4.415cnn_glm_l_n200_v1 · judged/judge-summ-v2: 4.41cnn_mistral_m_n200_v1 · judged/judge-summ-v2: 4.367cnn_mistral_l_n200_v1 · judged/judge-summ-v2: 4.191cnn_bart_l_n200_v1 · judged/judge-summ-v2: 3.929cnn_bart_l_xsum_n200_v1 · judged/judge-summ-v2: 3.586cnn_lead3_n200_v1 · judged/judge-summ-v2: 3.498cnn_bart_m_n200_v1 · judged/judge-summ-v2: 3.232cnn_bart_s_n200_v1 · judged/judge-summ-v2: 2.9352.935better · 4.957

scored against silverscored by a judgewrote the reference it is scored againstscored against a label set, not a reference setunmarked rows are scored against gold

armmean judge_openai_litemsscored against
cnn_openai_l_n200_v1 · judged/judge-summ-v24.957200judge judge-summ-v2
cnn_openai_m_n200_v1 · judged/judge-summ-v24.906200judge judge-summ-v2
cnn_anthropic_l_n200_v1 · judged/judge-summ-v24.865200judge judge-summ-v2
cnn_deepseek_m_n200_v1 · judged/judge-summ-v24.841200judge judge-summ-v2
cnn_openai_s_n200_v1 · judged/judge-summ-v24.804200judge judge-summ-v2
cnn_deepseek_l_n200_v1 · judged/judge-summ-v24.784200judge judge-summ-v2
cnn_anthropic_m_n200_v1 · judged/judge-summ-v24.755200judge judge-summ-v2
cnn_glm_m_n200_v1 · judged/judge-summ-v24.744200judge judge-summ-v2
cnn_gemma_l_n200_v1 · judged/judge-summ-v24.684200judge judge-summ-v2
cnn_deepseek_s_n200_v1 · judged/judge-summ-v24.675200judge judge-summ-v2
cnn_gemma_m_n200_v1 · judged/judge-summ-v24.651200judge judge-summ-v2
cnn_anthropic_s_n200_v1 · judged/judge-summ-v24.646200judge judge-summ-v2
cnn_llama_l_n200_v1 · judged/judge-summ-v24.588200judge judge-summ-v2
cnn_qwen_l_n200_v1 · judged/judge-summ-v24.572200judge judge-summ-v2
cnn_qwen_m_n200_v1 · judged/judge-summ-v24.570200judge judge-summ-v2
cnn_llama_m_n200_v1 · judged/judge-summ-v24.540200judge judge-summ-v2
cnn_llama_s_n200_v1 · judged/judge-summ-v24.514200judge judge-summ-v2
cnn_qwen_s_n200_v1 · judged/judge-summ-v24.503200judge judge-summ-v2
cnn_glm_s_n200_v1 · judged/judge-summ-v24.478200judge judge-summ-v2
cnn_mistral_s_n200_v1 · judged/judge-summ-v24.434200judge judge-summ-v2
cnn_gemma_s_n200_v1 · judged/judge-summ-v24.415200judge judge-summ-v2
cnn_glm_l_n200_v1 · judged/judge-summ-v24.410200judge judge-summ-v2
cnn_mistral_m_n200_v1 · judged/judge-summ-v24.367200judge judge-summ-v2
cnn_mistral_l_n200_v1 · judged/judge-summ-v24.191200judge judge-summ-v2
cnn_bart_l_n200_v1 · judged/judge-summ-v23.929200judge judge-summ-v2
cnn_bart_l_xsum_n200_v1 · judged/judge-summ-v23.586200judge judge-summ-v2
cnn_lead3_n200_v1 · judged/judge-summ-v23.498200judge judge-summ-v2
cnn_bart_m_n200_v1 · judged/judge-summ-v23.232200judge judge-summ-v2
cnn_bart_s_n200_v1 · judged/judge-summ-v22.935200judge judge-summ-v2