AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

Natural Questions

Natural Questions is a question answering dataset featuring real anonymized queries issued to Google search engine. It contains 307,373 training examples where annotators provide long answers (passages) and short answers (entities) from Wikipedia pages, or mark them as unanswerable.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
Not recorded
Collected
2026-08-17
Modality
text

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 7

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Gemma 2 27B0.345Not recordedNot recorded2024-06-27 · model_announcementLLM Stats
Mistral NeMo Instruct0.312Not recordedNot recorded2024-07-18 · model_announcementLLM Stats
Gemma 2 9B0.292Not recordedNot recorded2024-06-27 · model_announcementLLM Stats
Gemma 3n E4B0.209Not recordedNot recorded2025-06-26 · model_announcementLLM Stats
Gemma 3n E4B Instructed LiteRT Preview0.209Not recordedNot recorded2025-05-20 · model_announcementLLM Stats
Gemma 3n E2B0.155Not recordedNot recorded2025-06-26 · model_announcementLLM Stats
Gemma 3n E2B Instructed LiteRT (Preview)0.155Not recordedNot recorded2025-05-20 · model_announcementLLM Stats