metric

`recall`

better: higher
kind: quality: measured against a reference or by a judge
decides: no goal
weighed by: no goal
recorded on: few_nerd_280

01what it measures, and how

Typed recall: the share of the gold entities found with the right type.

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

02on few_nerd_280

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

arm	mean recall	items	scored against
fn_span_marker_n200_v1	0.774	280	gold/few_nerd_280 gold
fn_openai_m_n200_v1	0.719	280	gold/few_nerd_280 gold
fn_anthropic_l_n200_v1	0.707	280	gold/few_nerd_280 gold
fn_qwen_m_n200_v1	0.705	280	gold/few_nerd_280 gold
fn_openai_l_n200_v1	0.704	280	gold/few_nerd_280 gold
fn_qwen_s_n200_v1	0.702	280	gold/few_nerd_280 gold
fn_gemma_m_n200_v1	0.700	280	gold/few_nerd_280 gold
fn_deepseek_m_n200_v1	0.681	280	gold/few_nerd_280 gold
fn_anthropic_m_n200_v1	0.678	280	gold/few_nerd_280 gold
fn_gemma_l_n200_v1	0.676	280	gold/few_nerd_280 gold
fn_qwen_l_n200_v1	0.663	280	gold/few_nerd_280 gold
fn_mistral_m_n200_v1	0.655	280	gold/few_nerd_280 gold
fn_glm_m_n200_v1	0.655	280	gold/few_nerd_280 gold
fn_openai_s_n200_v1	0.651	280	gold/few_nerd_280 gold
fn_llama_l_n200_v1	0.647	280	gold/few_nerd_280 gold
fn_deepseek_l_n200_v1	0.639	280	gold/few_nerd_280 gold
fn_deepseek_s_n200_v1	0.639	280	gold/few_nerd_280 gold
fn_anthropic_s_n200_v1	0.630	280	gold/few_nerd_280 gold
fn_mistral_l_n200_v1	0.630	280	gold/few_nerd_280 gold
fn_gemma_s_n200_v1	0.629	280	gold/few_nerd_280 gold
fn_llama_m_n200_v1	0.621	280	gold/few_nerd_280 gold
fn_llama_s_n200_v1	0.617	280	gold/few_nerd_280 gold
fn_mistral_s_n200_v1	0.613	280	gold/few_nerd_280 gold
fn_glm_l_n200_v1	0.612	280	gold/few_nerd_280 gold
fn_glm_s_n200_v1	0.593	280	gold/few_nerd_280 gold
fn_gliner_n200_v1	0.518	280	gold/few_nerd_280 gold
fn_capitalized_n200_v1	0.222	280	gold/few_nerd_280 gold
fn_nothing_n200_v1	0.125	280	gold/few_nerd_280 gold