Unverified50% confidenceFactExact time
Scoring in this benchmark is entirely deterministic, uses no LLM judges, and counts only byte-level exact matches as faithful.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
Unverified精确匹配和规则校验只能验证输出的形式正确性，无法判断语义质量75% similarUnverifiedEvery check in the benchmark is performed by code with no LLM used as a judge, and outputs are scored across five dimensions: parse, schema, lane, defer, and faithful.75% similarUnverified该基准测试使用确定性检查器（deterministic checker）评分，答案要么对要么错，不使用大模型当裁判74% similarUnverifiedIn testing, most LLMs were able to follow instructions more faithfully, and all tested LLMs performed better at preserving unedited parts.72% similarUnverifiedDeterministic validation (such as compilation passing, type checking, all test cases green, and no lint violations) provides an objective standard of judgment that does not rely on the model's self-assessment70% similar
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