CalibratedDecisions.

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jev-rag-benchmark

Reproducible benchmark for measuring Jev reranking quality, latency, and cost in RAG.

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From the repository

Reproducible benchmark for measuring Jev reranking quality, latency, and cost in RAG

benchmarkjevllamaindexragrerankingtypesafe

How builders describe it

Vendor-neutral harness that tests whether Jev reranking improves a small RAG stack, using frozen hybrid BM25 plus BGE-M3 candidates and isolating retrieval, rerank, and generation stages.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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