metric

`precision`

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 precision: the share of the predicted entities that match a gold one in text and type.

A project explains its own metric at length with METRIC_DESCRIPTIONS = {"precision": {"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 precision	items	scored against
fn_span_marker_n200_v1	0.773	280	gold/few_nerd_280 gold
fn_openai_m_n200_v1	0.675	280	gold/few_nerd_280 gold
fn_anthropic_l_n200_v1	0.674	280	gold/few_nerd_280 gold
fn_anthropic_m_n200_v1	0.672	280	gold/few_nerd_280 gold
fn_gemma_m_n200_v1	0.670	280	gold/few_nerd_280 gold
fn_openai_l_n200_v1	0.660	280	gold/few_nerd_280 gold
fn_qwen_s_n200_v1	0.653	280	gold/few_nerd_280 gold
fn_gemma_l_n200_v1	0.641	280	gold/few_nerd_280 gold
fn_qwen_m_n200_v1	0.634	280	gold/few_nerd_280 gold
fn_qwen_l_n200_v1	0.611	280	gold/few_nerd_280 gold
fn_mistral_l_n200_v1	0.587	280	gold/few_nerd_280 gold
fn_deepseek_m_n200_v1	0.580	280	gold/few_nerd_280 gold
fn_llama_l_n200_v1	0.579	280	gold/few_nerd_280 gold
fn_openai_s_n200_v1	0.571	280	gold/few_nerd_280 gold
fn_deepseek_l_n200_v1	0.567	280	gold/few_nerd_280 gold
fn_glm_m_n200_v1	0.565	280	gold/few_nerd_280 gold
fn_anthropic_s_n200_v1	0.564	280	gold/few_nerd_280 gold
fn_mistral_m_n200_v1	0.561	280	gold/few_nerd_280 gold
fn_llama_m_n200_v1	0.553	280	gold/few_nerd_280 gold
fn_llama_s_n200_v1	0.551	280	gold/few_nerd_280 gold
fn_deepseek_s_n200_v1	0.548	280	gold/few_nerd_280 gold
fn_glm_l_n200_v1	0.546	280	gold/few_nerd_280 gold
fn_glm_s_n200_v1	0.539	280	gold/few_nerd_280 gold
fn_gemma_s_n200_v1	0.511	280	gold/few_nerd_280 gold
fn_mistral_s_n200_v1	0.488	280	gold/few_nerd_280 gold
fn_gliner_n200_v1	0.436	280	gold/few_nerd_280 gold
fn_capitalized_n200_v1	0.176	280	gold/few_nerd_280 gold
fn_nothing_n200_v1	0.125	280	gold/few_nerd_280 gold