Unverified50% confidenceBenchmarkExact time
Under a fixed budget of 1000 search executions, the learned ranker certified 63 and 64 cases respectively on two 80-case test sets that are order-sensitive, while the non-learned ranker could certify at most 53 and 52.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/16/2026
First Seen
Valid until: 1/14/2027
Sources
Related Entities
Related Claims
UnverifiedIn experiments on 622 public cases, reports selected by ranking on visible lexical scores achieved a composite score of 0.2909.73% similarUnverifiedThe test suite consists of 10 benchmarks; most run 1,000 questions each, with HumanEval comprising 164 questions and TruthfulQA comprising 817 questions.69% similarUnverifiedIn a test that used Traework to fully simulate a product development workflow, the tool retrieved more than 100 sources during the research phase, but after manual verification only about 40 were truly usable, while the other 60 needed to be discarded or re-investigated.68% similarUnverifiedAn evaluation suite with 1,800 test cases has long maintained a stable aggregate pass rate of 97%, but the 64-case multilingual slice within it has a pass rate of only 61%67% similarUnverifiedThe 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.67% similar
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