OPEN-SOURCE PROJECT

jev-search-rerank-eval

zhuyansen · Data & Search

Retrieval evaluation system measuring Jev reranking against lexical, embedding, and fusion baselines across 9,831 query-document pairs.

JEV · DECISION POINT

What Jev does here

Invokes Jev judges to grade multi-level relevance on bilingual queries, evaluating ranking metrics and judge-circularity effects.

WHY IT HELPS

Provides rigorous empirical evidence comparing discrete judgment rerankers against vector search in multilingual discovery contexts.

SOURCE NOTE

Source code verified against pinned commit. Complete evaluation suite and CLI inspected; benchmarked on Agent Skills Hub data.

REVIEWED SOURCE LINKS