Unverified50% confidenceBenchmarkExact time
A bag-of-words baseline can pass approximately 41% of the core set, indicating that some test cases contain lexical-level shortcuts.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/12/2026
First Seen
Valid until: 1/10/2027
Sources
Related Entities
Related Claims
UnverifiedThe test case generation solution is divided into five progressive levels: a single agent plus prompt achieves only approximately 30% coverage, a workflow approach can achieve approximately 80% coverage, and an exploratory learning approach can achieve over 90% coverage.70% similarUnverifiedOn a test subset of 152 completely untouched questions, anchored hybrid retrieval achieved 42.11%, while the planner-guided method reached only 36.84%.68% similarUnverifiedOn Track B, the flat RAG baseline can detect 76%–97% of true contradictions, but produces false positives on 16%–43% of surface-similar safe drafts (the specific ratio depends on the backend).67% similarUnverifiedTest case design and writing typically accounts for 30% to 50% of the labor hours in the entire testing cycle.67% similarUnverified在某些测试中，文档中间段信息的检索准确率比首尾段低40%以上67% similar
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