eval-harness

metric

truncated

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
ag_news_200, cnn_dailymail_200, dbpedia_280, few_nerd_280, scifact_200, summeval_100

01what it measures, and how

1 when the provider cut the reply off at the token ceiling (finish_reason "length", and in most adapters a completion that reached 98% of max_tokens), else 0. An arm with truncated above 0 has scores that partly describe the ceiling, not the model.

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

02on ag_news_200

gold/ag_news_200ag_glm_l_n200_v1: 0.005ag_anthropic_l_n200_v1: 0ag_anthropic_m_n200_v1: 0ag_anthropic_s_n200_v1: 0ag_deepseek_l_n200_v1: 0ag_deepseek_m_n200_v1: 0ag_deepseek_s_n200_v1: 0ag_gemma_l_n200_v1: 0ag_gemma_m_n200_v1: 0ag_gemma_s_n200_v1: 0ag_glm_m_n200_v1: 0ag_glm_s_n200_v1: 0ag_llama_l_n200_v1: 0ag_llama_m_n200_v1: 0ag_llama_s_n200_v1: 0ag_mistral_l_n200_v1: 0ag_mistral_m_n200_v1: 0ag_mistral_s_n200_v1: 0ag_openai_l_n200_v1: 0ag_openai_m_n200_v1: 0ag_openai_s_n200_v1: 0ag_qwen_l_n200_v1: 0ag_qwen_m_n200_v1: 0ag_qwen_s_n200_v1: 0gold/ag_news_200_adj1ag_glm_l_n200_v1 · adjudicated: 0.005ag_anthropic_l_n200_v1 · adjudicated: 0ag_anthropic_m_n200_v1 · adjudicated: 0ag_anthropic_s_n200_v1 · adjudicated: 0ag_deepseek_l_n200_v1 · adjudicated: 0ag_deepseek_m_n200_v1 · adjudicated: 0ag_deepseek_s_n200_v1 · adjudicated: 0ag_gemma_l_n200_v1 · adjudicated: 0ag_gemma_m_n200_v1 · adjudicated: 0ag_gemma_s_n200_v1 · adjudicated: 0ag_glm_m_n200_v1 · adjudicated: 0ag_glm_s_n200_v1 · adjudicated: 0ag_llama_l_n200_v1 · adjudicated: 0ag_llama_m_n200_v1 · adjudicated: 0ag_llama_s_n200_v1 · adjudicated: 0ag_mistral_l_n200_v1 · adjudicated: 0ag_mistral_m_n200_v1 · adjudicated: 0ag_mistral_s_n200_v1 · adjudicated: 0ag_openai_l_n200_v1 · adjudicated: 0ag_openai_m_n200_v1 · adjudicated: 0ag_openai_s_n200_v1 · adjudicated: 0ag_qwen_l_n200_v1 · adjudicated: 0ag_qwen_m_n200_v1 · adjudicated: 0ag_qwen_s_n200_v1 · adjudicated: 00better · 0.005

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 truncateditemsscored against
ag_glm_l_n200_v10.005200gold/ag_news_200 gold
ag_anthropic_l_n200_v10.000200gold/ag_news_200 gold
ag_anthropic_m_n200_v10.000200gold/ag_news_200 gold
ag_anthropic_s_n200_v10.000200gold/ag_news_200 gold
ag_deepseek_l_n200_v10.000200gold/ag_news_200 gold
ag_deepseek_m_n200_v10.000200gold/ag_news_200 gold
ag_deepseek_s_n200_v10.000200gold/ag_news_200 gold
ag_gemma_l_n200_v10.000200gold/ag_news_200 gold
ag_gemma_m_n200_v10.000200gold/ag_news_200 gold
ag_gemma_s_n200_v10.000200gold/ag_news_200 gold
ag_glm_m_n200_v10.000200gold/ag_news_200 gold
ag_glm_s_n200_v10.000200gold/ag_news_200 gold
ag_llama_l_n200_v10.000200gold/ag_news_200 gold
ag_llama_m_n200_v10.000200gold/ag_news_200 gold
ag_llama_s_n200_v10.000200gold/ag_news_200 gold
ag_mistral_l_n200_v10.000200gold/ag_news_200 gold
ag_mistral_m_n200_v10.000200gold/ag_news_200 gold
ag_mistral_s_n200_v10.000200gold/ag_news_200 gold
ag_openai_l_n200_v10.000200gold/ag_news_200 gold
ag_openai_m_n200_v10.000200gold/ag_news_200 gold
ag_openai_s_n200_v10.000200gold/ag_news_200 gold
ag_qwen_l_n200_v10.000200gold/ag_news_200 gold
ag_qwen_m_n200_v10.000200gold/ag_news_200 gold
ag_qwen_s_n200_v10.000200gold/ag_news_200 gold
ag_glm_l_n200_v1 · adjudicated0.005200gold/ag_news_200_adj1 gold
ag_anthropic_l_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_anthropic_m_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_anthropic_s_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_deepseek_l_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_deepseek_m_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_deepseek_s_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_gemma_l_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_gemma_m_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_gemma_s_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_glm_m_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_glm_s_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_llama_l_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_llama_m_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_llama_s_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_mistral_l_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_mistral_m_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_mistral_s_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_openai_l_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_openai_m_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_openai_s_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_qwen_l_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_qwen_m_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold
ag_qwen_s_n200_v1 · adjudicated0.000200gold/ag_news_200_adj1 gold

03on cnn_dailymail_200

gold/cnn_dailymail_200cnn_anthropic_l_n200_v1: 0cnn_anthropic_m_n200_v1: 0cnn_anthropic_s_n200_v1: 0cnn_deepseek_l_n200_v1: 0cnn_deepseek_m_n200_v1: 0cnn_deepseek_s_n200_v1: 0cnn_gemma_l_n200_v1: 0cnn_gemma_m_n200_v1: 0cnn_gemma_s_n200_v1: 0cnn_glm_l_n200_v1: 0cnn_glm_m_n200_v1: 0cnn_glm_s_n200_v1: 0cnn_llama_l_n200_v1: 0cnn_llama_m_n200_v1: 0cnn_llama_s_n200_v1: 0cnn_mistral_l_n200_v1: 0cnn_mistral_m_n200_v1: 0cnn_mistral_s_n200_v1: 0cnn_openai_l_n200_v1: 0cnn_openai_m_n200_v1: 0cnn_openai_s_n200_v1: 0cnn_qwen_l_n200_v1: 0cnn_qwen_m_n200_v1: 0cnn_qwen_s_n200_v1: 0silver/cnn_dailymail_200cnn_anthropic_m_n200_v1 · silver: 0cnn_anthropic_s_n200_v1 · silver: 0cnn_deepseek_l_n200_v1 · silver: 0cnn_deepseek_m_n200_v1 · silver: 0cnn_deepseek_s_n200_v1 · silver: 0cnn_gemma_l_n200_v1 · silver: 0cnn_gemma_m_n200_v1 · silver: 0cnn_gemma_s_n200_v1 · silver: 0cnn_glm_l_n200_v1 · silver: 0cnn_glm_m_n200_v1 · silver: 0cnn_glm_s_n200_v1 · silver: 0cnn_llama_l_n200_v1 · silver: 0cnn_llama_m_n200_v1 · silver: 0cnn_llama_s_n200_v1 · silver: 0cnn_mistral_l_n200_v1 · silver: 0cnn_mistral_m_n200_v1 · silver: 0cnn_mistral_s_n200_v1 · silver: 0cnn_openai_l_n200_v1 · silver: 0cnn_openai_m_n200_v1 · silver: 0cnn_openai_s_n200_v1 · silver: 0cnn_qwen_l_n200_v1 · silver: 0cnn_qwen_m_n200_v1 · silver: 0cnn_qwen_s_n200_v1 · silver: 0judge judge-summ-pick-v1cnn_anthropic_l_n200_v1 · judged/judge-summ-pick-v1: 0cnn_anthropic_m_n200_v1 · judged/judge-summ-pick-v1: 0cnn_anthropic_s_n200_v1 · judged/judge-summ-pick-v1: 0cnn_deepseek_l_n200_v1 · judged/judge-summ-pick-v1: 0cnn_deepseek_m_n200_v1 · judged/judge-summ-pick-v1: 0cnn_deepseek_s_n200_v1 · judged/judge-summ-pick-v1: 0cnn_gemma_l_n200_v1 · judged/judge-summ-pick-v1: 0cnn_gemma_m_n200_v1 · judged/judge-summ-pick-v1: 0cnn_gemma_s_n200_v1 · judged/judge-summ-pick-v1: 0cnn_glm_l_n200_v1 · judged/judge-summ-pick-v1: 0cnn_glm_m_n200_v1 · judged/judge-summ-pick-v1: 0cnn_glm_s_n200_v1 · judged/judge-summ-pick-v1: 0cnn_llama_l_n200_v1 · judged/judge-summ-pick-v1: 0cnn_llama_m_n200_v1 · judged/judge-summ-pick-v1: 0cnn_llama_s_n200_v1 · judged/judge-summ-pick-v1: 0cnn_mistral_l_n200_v1 · judged/judge-summ-pick-v1: 0cnn_mistral_m_n200_v1 · judged/judge-summ-pick-v1: 0cnn_mistral_s_n200_v1 · judged/judge-summ-pick-v1: 0cnn_openai_l_n200_v1 · judged/judge-summ-pick-v1: 0cnn_openai_m_n200_v1 · judged/judge-summ-pick-v1: 0cnn_openai_s_n200_v1 · judged/judge-summ-pick-v1: 0cnn_qwen_l_n200_v1 · judged/judge-summ-pick-v1: 0cnn_qwen_m_n200_v1 · judged/judge-summ-pick-v1: 0cnn_qwen_s_n200_v1 · judged/judge-summ-pick-v1: 0judge judge-summ-pointwise-v1cnn_deepseek_m_n200_v1 · judged/judge-summ-pointwise-v1: 0judge judge-summ-v1cnn_anthropic_l_n200_v1 · judged/judge-summ-v1: 0cnn_anthropic_m_n200_v1 · judged/judge-summ-v1: 0cnn_anthropic_s_n200_v1 · judged/judge-summ-v1: 0cnn_deepseek_l_n200_v1 · judged/judge-summ-v1: 0cnn_deepseek_m_n200_v1 · judged/judge-summ-v1: 0cnn_deepseek_s_n200_v1 · judged/judge-summ-v1: 0cnn_gemma_l_n200_v1 · judged/judge-summ-v1: 0cnn_gemma_m_n200_v1 · judged/judge-summ-v1: 0cnn_gemma_s_n200_v1 · judged/judge-summ-v1: 0cnn_glm_l_n200_v1 · judged/judge-summ-v1: 0cnn_glm_m_n200_v1 · judged/judge-summ-v1: 0cnn_glm_s_n200_v1 · judged/judge-summ-v1: 0cnn_llama_l_n200_v1 · judged/judge-summ-v1: 0cnn_llama_m_n200_v1 · judged/judge-summ-v1: 0cnn_llama_s_n200_v1 · judged/judge-summ-v1: 0cnn_mistral_l_n200_v1 · judged/judge-summ-v1: 0cnn_mistral_m_n200_v1 · judged/judge-summ-v1: 0cnn_mistral_s_n200_v1 · judged/judge-summ-v1: 0cnn_openai_l_n200_v1 · judged/judge-summ-v1: 0cnn_openai_m_n200_v1 · judged/judge-summ-v1: 0cnn_openai_s_n200_v1 · judged/judge-summ-v1: 0cnn_qwen_l_n200_v1 · judged/judge-summ-v1: 0cnn_qwen_m_n200_v1 · judged/judge-summ-v1: 0cnn_qwen_s_n200_v1 · judged/judge-summ-v1: 0judge judge-summ-v2cnn_anthropic_l_n200_v1 · judged/judge-summ-v2: 0cnn_anthropic_m_n200_v1 · judged/judge-summ-v2: 0cnn_anthropic_s_n200_v1 · judged/judge-summ-v2: 0cnn_deepseek_l_n200_v1 · judged/judge-summ-v2: 0cnn_deepseek_m_n200_v1 · judged/judge-summ-v2: 0cnn_deepseek_s_n200_v1 · judged/judge-summ-v2: 0cnn_gemma_l_n200_v1 · judged/judge-summ-v2: 0cnn_gemma_m_n200_v1 · judged/judge-summ-v2: 0cnn_gemma_s_n200_v1 · judged/judge-summ-v2: 0cnn_glm_l_n200_v1 · judged/judge-summ-v2: 0cnn_glm_m_n200_v1 · judged/judge-summ-v2: 0cnn_glm_s_n200_v1 · judged/judge-summ-v2: 0cnn_llama_l_n200_v1 · judged/judge-summ-v2: 0cnn_llama_m_n200_v1 · judged/judge-summ-v2: 0cnn_llama_s_n200_v1 · judged/judge-summ-v2: 0cnn_mistral_l_n200_v1 · judged/judge-summ-v2: 0cnn_mistral_m_n200_v1 · judged/judge-summ-v2: 0cnn_mistral_s_n200_v1 · judged/judge-summ-v2: 0cnn_openai_l_n200_v1 · judged/judge-summ-v2: 0cnn_openai_m_n200_v1 · judged/judge-summ-v2: 0cnn_openai_s_n200_v1 · judged/judge-summ-v2: 0cnn_qwen_l_n200_v1 · judged/judge-summ-v2: 0cnn_qwen_m_n200_v1 · judged/judge-summ-v2: 0cnn_qwen_s_n200_v1 · judged/judge-summ-v2: 0-0.5better · 0.5

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 truncateditemsscored against
cnn_anthropic_l_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_anthropic_m_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_anthropic_s_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_deepseek_l_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_deepseek_m_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_deepseek_s_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_gemma_l_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_gemma_m_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_gemma_s_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_glm_l_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_glm_m_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_glm_s_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_llama_l_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_llama_m_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_llama_s_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_mistral_l_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_mistral_m_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_mistral_s_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_openai_l_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_openai_m_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_openai_s_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_qwen_l_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_qwen_m_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_qwen_s_n200_v10.000200gold/cnn_dailymail_200 gold
cnn_anthropic_l_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_anthropic_m_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_anthropic_s_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_deepseek_l_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_deepseek_m_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_deepseek_s_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_gemma_l_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_gemma_m_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_gemma_s_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_glm_l_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_glm_m_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_glm_s_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_llama_l_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_llama_m_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_llama_s_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_mistral_l_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_mistral_m_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_mistral_s_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_openai_l_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_openai_m_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_openai_s_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_qwen_l_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_qwen_m_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_qwen_s_n200_v1 · silver0.000200silver/cnn_dailymail_200 silver
cnn_anthropic_l_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_anthropic_m_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_anthropic_s_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_deepseek_l_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_deepseek_m_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_deepseek_s_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_gemma_l_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_gemma_m_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_gemma_s_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_glm_l_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_glm_m_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_glm_s_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_llama_l_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_llama_m_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_llama_s_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_mistral_l_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_mistral_m_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_mistral_s_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_openai_l_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_openai_m_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_openai_s_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_qwen_l_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_qwen_m_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_qwen_s_n200_v1 · judged/judge-summ-pick-v10.000198judge judge-summ-pick-v1
cnn_deepseek_m_n200_v1 · judged/judge-summ-pointwise-v10.000200judge judge-summ-pointwise-v1
cnn_anthropic_l_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_anthropic_m_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_anthropic_s_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_deepseek_l_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_deepseek_m_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_deepseek_s_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_gemma_l_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_gemma_m_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_gemma_s_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_glm_l_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_glm_m_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_glm_s_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_llama_l_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_llama_m_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_llama_s_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_mistral_l_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_mistral_m_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_mistral_s_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_openai_l_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_openai_m_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_openai_s_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_qwen_l_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_qwen_m_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_qwen_s_n200_v1 · judged/judge-summ-v10.000197judge judge-summ-v1
cnn_anthropic_l_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_anthropic_m_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_anthropic_s_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_deepseek_l_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_deepseek_m_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_deepseek_s_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_gemma_l_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_gemma_m_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_gemma_s_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_glm_l_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_glm_m_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_glm_s_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_llama_l_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_llama_m_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_llama_s_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_mistral_l_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_mistral_m_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_mistral_s_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_openai_l_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_openai_m_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_openai_s_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_qwen_l_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_qwen_m_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2
cnn_qwen_s_n200_v1 · judged/judge-summ-v20.000200judge judge-summ-v2

04on dbpedia_280

gold/dbpedia_280db_glm_l_n200_v1: 0.0071db_anthropic_l_n200_v1: 0db_anthropic_m_n200_v1: 0db_anthropic_s_n200_v1: 0db_deepseek_l_n200_v1: 0db_deepseek_m_n200_v1: 0db_deepseek_s_n200_v1: 0db_gemma_l_n200_v1: 0db_gemma_m_n200_v1: 0db_gemma_s_n200_v1: 0db_glm_m_n200_v1: 0db_glm_s_n200_v1: 0db_llama_l_n200_v1: 0db_llama_m_n200_v1: 0db_llama_s_n200_v1: 0db_mistral_l_n200_v1: 0db_mistral_m_n200_v1: 0db_mistral_s_n200_v1: 0db_openai_l_n200_v1: 0db_openai_m_n200_v1: 0db_openai_s_n200_v1: 0db_qwen_l_n200_v1: 0db_qwen_m_n200_v1: 0db_qwen_s_n200_v1: 00better · 0.0071

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

05on few_nerd_280

gold/few_nerd_280fn_glm_l_n200_v1: 0.114fn_llama_m_n200_v1: 0.025fn_anthropic_l_n200_v1: 0fn_anthropic_m_n200_v1: 0fn_anthropic_s_n200_v1: 0fn_deepseek_l_n200_v1: 0fn_deepseek_m_n200_v1: 0fn_deepseek_s_n200_v1: 0fn_gemma_l_n200_v1: 0fn_gemma_m_n200_v1: 0fn_gemma_s_n200_v1: 0fn_glm_m_n200_v1: 0fn_glm_s_n200_v1: 0fn_llama_l_n200_v1: 0fn_llama_s_n200_v1: 0fn_mistral_l_n200_v1: 0fn_mistral_m_n200_v1: 0fn_mistral_s_n200_v1: 0fn_openai_l_n200_v1: 0fn_openai_m_n200_v1: 0fn_openai_s_n200_v1: 0fn_qwen_l_n200_v1: 0fn_qwen_m_n200_v1: 0fn_qwen_s_n200_v1: 00better · 0.114

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

06on scifact_200

gold/scifact_200sf_qwen_s_n200_v1: 0.24sf_qwen_s_n200_v1 · repeats: 0.24sf_qwen_s_bm25first_n200_v1 · pair: 0.23sf_qwen_s_e5first_n200_v1 · pair: 0.21sf_gemma_m_n200_v1: 0.025sf_mistral_s_n200_v1: 0.02sf_deepseek_m_n200_v1: 0.005sf_llama_l_n200_v1: 0.005sf_deepseek_s_n200_v1: 0sf_gemma_l_n200_v1: 0sf_gemma_s_n200_v1: 0sf_glm_m_n200_v1: 0sf_glm_s_n200_v1: 0sf_llama_m_n200_v1: 0sf_llama_s_n200_v1: 0sf_glm_s_bm25first_n200_v1 · pair: 0sf_glm_s_e5first_n200_v1 · pair: 0sf_llama_l_n200_v1 · repeats: 0sf_llama_s_n200_v1 · repeats: 00better · 0.24

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

07on summeval_100

gold/summeval_100se_qwen_s_n100_pairwise_v1: 0.01se_qwen_s_n100_v1: 0.01se_anthropic_l_n100_v1: 0se_anthropic_m_n100_v1: 0se_anthropic_s_n100_v1: 0se_deepseek_l_n100_v1: 0se_deepseek_m_n100_v1: 0se_deepseek_s_n100_v1: 0se_gemma_l_n100_pairwise_v1: 0se_gemma_l_n100_pick_v1: 0se_gemma_l_n100_v1: 0se_gemma_m_n100_v1: 0se_gemma_s_n100_v1: 0se_glm_l_n100_v1: 0se_glm_m_n100_v1: 0se_glm_s_n100_v1: 0se_llama_l_n100_v1: 0se_llama_m_n100_v1: 0se_llama_s_n100_v1: 0se_mistral_l_n100_v1: 0se_mistral_m_n100_v1: 0se_mistral_s_n100_v1: 0se_openai_l_n100_v1: 0se_openai_m_n100_v1: 0se_openai_s_n100_v1: 0se_qwen37max_n100_v1: 0se_qwen_m_n100_v1: 0se_qwen_s_n100_pick_v1: 0se_gemma_l_pubtext_n100_v1 · pair: 0se_gemma_l_pubtextcw_n100_v1 · pair: 00better · 0.01

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 truncateditemsscored against
se_qwen_s_n100_pairwise_v10.010100gold/summeval_100 gold
se_qwen_s_n100_v10.010100gold/summeval_100 gold
se_anthropic_l_n100_v10.000100gold/summeval_100 gold
se_anthropic_m_n100_v10.000100gold/summeval_100 gold
se_anthropic_s_n100_v10.000100gold/summeval_100 gold
se_deepseek_l_n100_v10.000100gold/summeval_100 gold
se_deepseek_m_n100_v10.000100gold/summeval_100 gold
se_deepseek_s_n100_v10.000100gold/summeval_100 gold
se_gemma_l_n100_pairwise_v10.000100gold/summeval_100 gold
se_gemma_l_n100_pick_v10.000100gold/summeval_100 gold
se_gemma_l_n100_v10.000100gold/summeval_100 gold
se_gemma_m_n100_v10.000100gold/summeval_100 gold
se_gemma_s_n100_v10.000100gold/summeval_100 gold
se_glm_l_n100_v10.000100gold/summeval_100 gold
se_glm_m_n100_v10.000100gold/summeval_100 gold
se_glm_s_n100_v10.000100gold/summeval_100 gold
se_llama_l_n100_v10.000100gold/summeval_100 gold
se_llama_m_n100_v10.000100gold/summeval_100 gold
se_llama_s_n100_v10.000100gold/summeval_100 gold
se_mistral_l_n100_v10.000100gold/summeval_100 gold
se_mistral_m_n100_v10.000100gold/summeval_100 gold
se_mistral_s_n100_v10.000100gold/summeval_100 gold
se_openai_l_n100_v10.000100gold/summeval_100 gold
se_openai_m_n100_v10.000100gold/summeval_100 gold
se_openai_s_n100_v10.000100gold/summeval_100 gold
se_qwen37max_n100_v10.000100gold/summeval_100 gold
se_qwen_m_n100_v10.000100gold/summeval_100 gold
se_qwen_s_n100_pick_v10.000100gold/summeval_100 gold
se_gemma_l_pubtext_n100_v1 · pair0.000100gold/summeval_100 gold
se_gemma_l_pubtextcw_n100_v1 · pair0.000100gold/summeval_100 gold