FActScore

A fine-grained atomic evaluation metric for factual precision in long-form text generation that breaks generated text into atomic facts and computes the percentage supported by reliable knowledge sources, with automated assessment using retrieval and language models

2rows
scoreprimary metric
2026-05-06sampled

Metadata

Metrics

Score, Normalized Score

Latest Results

Rank Subject Score Model Match Provenance Sampled
1 Grok-4.1 0.97 Self-reported 2026-05-06
2 GPT-5 0.01 GPT-5
openai-gpt-5
Self-reported 2026-05-06