eval-harness

metric

reference_words

better
neutral: a description
kind
descriptive: says what the output was, never whether it was good
decides
no goal
weighed by
no goal
recorded on
cnn_dailymail_20, cnn_dailymail_200, cnn_dailymail_dm200

01what it measures, and how

How many words the gold summary has.

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

02on cnn_dailymail_20

gold/cnn_dailymail_20cnn_bart_l_v1: 36.7cnn_lead3_v1: 36.736.2better · 37.2

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 reference_wordsitemsscored against
cnn_bart_l_v136.720gold/cnn_dailymail_20 gold
cnn_lead3_v136.720gold/cnn_dailymail_20 gold

03on cnn_dailymail_200

gold/cnn_dailymail_200cnn_anthropic_l_n200_v1: 34.7cnn_anthropic_m_n200_v1: 34.7cnn_anthropic_s_n200_v1: 34.7cnn_bart_l_n200_v1: 34.7cnn_bart_l_xsum_n200_v1: 34.7cnn_bart_m_n200_v1: 34.7cnn_bart_s_n200_v1: 34.7cnn_deepseek_l_n200_v1: 34.7cnn_deepseek_m_n200_v1: 34.7cnn_deepseek_s_n200_v1: 34.7cnn_gemma_l_n200_v1: 34.7cnn_gemma_m_n200_v1: 34.7cnn_gemma_s_n200_v1: 34.7cnn_glm_l_n200_v1: 34.7cnn_glm_m_n200_v1: 34.7cnn_glm_s_n200_v1: 34.7cnn_lead3_n200_v1: 34.7cnn_llama_l_n200_v1: 34.7cnn_llama_m_n200_v1: 34.7cnn_llama_s_n200_v1: 34.7cnn_mistral_l_n200_v1: 34.7cnn_mistral_m_n200_v1: 34.7cnn_mistral_s_n200_v1: 34.7cnn_openai_l_n200_v1: 34.7cnn_openai_m_n200_v1: 34.7cnn_openai_s_n200_v1: 34.7cnn_qwen_l_n200_v1: 34.7cnn_qwen_m_n200_v1: 34.7cnn_qwen_s_n200_v1: 34.7cnn_bart_l_n200_v1 · linux: 34.7cnn_bart_l_xsum_n200_v1 · linux: 34.7cnn_bart_m_n200_v1 · linux: 34.7cnn_bart_s_n200_v1 · linux: 34.7cnn_lead3_n200_v1 · linux: 34.7cnn_bart_s_n200_v1 · repeats: 34.7silver/cnn_dailymail_200cnn_anthropic_m_n200_v1 · silver: 74.5cnn_anthropic_s_n200_v1 · silver: 74.5cnn_bart_l_n200_v1 · silver: 74.5cnn_bart_l_xsum_n200_v1 · silver: 74.5cnn_bart_m_n200_v1 · silver: 74.5cnn_bart_s_n200_v1 · silver: 74.5cnn_deepseek_l_n200_v1 · silver: 74.5cnn_deepseek_m_n200_v1 · silver: 74.5cnn_deepseek_s_n200_v1 · silver: 74.5cnn_gemma_l_n200_v1 · silver: 74.5cnn_gemma_m_n200_v1 · silver: 74.5cnn_gemma_s_n200_v1 · silver: 74.5cnn_glm_l_n200_v1 · silver: 74.5cnn_glm_m_n200_v1 · silver: 74.5cnn_glm_s_n200_v1 · silver: 74.5cnn_lead3_n200_v1 · silver: 74.5cnn_llama_l_n200_v1 · silver: 74.5cnn_llama_m_n200_v1 · silver: 74.5cnn_llama_s_n200_v1 · silver: 74.5cnn_mistral_l_n200_v1 · silver: 74.5cnn_mistral_m_n200_v1 · silver: 74.5cnn_mistral_s_n200_v1 · silver: 74.5cnn_openai_l_n200_v1 · silver: 74.5cnn_openai_m_n200_v1 · silver: 74.5cnn_openai_s_n200_v1 · silver: 74.5cnn_qwen_l_n200_v1 · silver: 74.5cnn_qwen_m_n200_v1 · silver: 74.5cnn_qwen_s_n200_v1 · silver: 74.534.7better · 74.5

Not drawn: cnn_anthropic_l_n200_v1 · silver, scored against the reference it wrote (its row is in the table).

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 reference_wordsitemsscored against
cnn_anthropic_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_anthropic_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_anthropic_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_bart_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_bart_l_xsum_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_bart_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_bart_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_deepseek_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_deepseek_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_deepseek_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_gemma_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_gemma_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_gemma_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_glm_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_glm_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_glm_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_lead3_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_llama_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_llama_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_llama_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_mistral_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_mistral_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_mistral_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_openai_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_openai_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_openai_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_qwen_l_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_qwen_m_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_qwen_s_n200_v134.7200gold/cnn_dailymail_200 gold
cnn_bart_l_n200_v1 · linux34.7200gold/cnn_dailymail_200 gold
cnn_bart_l_xsum_n200_v1 · linux34.7200gold/cnn_dailymail_200 gold
cnn_bart_m_n200_v1 · linux34.7200gold/cnn_dailymail_200 gold
cnn_bart_s_n200_v1 · linux34.7200gold/cnn_dailymail_200 gold
cnn_lead3_n200_v1 · linux34.7200gold/cnn_dailymail_200 gold
cnn_bart_s_n200_v1 · repeats34.7200gold/cnn_dailymail_200 gold
cnn_anthropic_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_anthropic_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_anthropic_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_bart_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_bart_l_xsum_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_bart_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_bart_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_deepseek_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_deepseek_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_deepseek_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_gemma_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_gemma_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_gemma_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_glm_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_glm_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_glm_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_lead3_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_llama_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_llama_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_llama_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_mistral_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_mistral_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_mistral_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_openai_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_openai_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_openai_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_qwen_l_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_qwen_m_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver
cnn_qwen_s_n200_v1 · silver74.5200silver/cnn_dailymail_200 silver

04on cnn_dailymail_dm200

gold/cnn_dailymail_dm200cnn_bart_l_dm200_v1: 57.9cnn_bart_l_xsum_dm200_v1: 57.9cnn_bart_m_dm200_v1: 57.9cnn_bart_s_dm200_v1: 57.9cnn_lead3_dm200_v1: 57.957.4better · 58.4

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 reference_wordsitemsscored against
cnn_bart_l_dm200_v157.9200gold/cnn_dailymail_dm200 gold
cnn_bart_l_xsum_dm200_v157.9200gold/cnn_dailymail_dm200 gold
cnn_bart_m_dm200_v157.9200gold/cnn_dailymail_dm200 gold
cnn_bart_s_dm200_v157.9200gold/cnn_dailymail_dm200 gold
cnn_lead3_dm200_v157.9200gold/cnn_dailymail_dm200 gold