jev-rerank-bench

Name: jev-rerank-bench
Availability: InStock
Author: anessbelbati

Compares Jev, dedicated rerankers and chat models on the same retrieved passages.

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Last updated: September 23, 2026

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git clone https://github.com/anessbelbati/jev-rerank-bench.git

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jev-rerank-bench

Compares Jev, dedicated rerankers and chat models on the same retrieved passages.

Where Jev makes the decision

Ranks candidate passages with Choice, Noul and rubric scores, then computes retrieval metrics.

Why it matters

Publishes raw responses, scoring code and per-dataset results for inspection.

Claims & evidence

The author reports equal-dataset nDCG@10 of 0.692 for Jev and 0.691 for Cohere on eight English datasets, without establishing a winner. Query weighting changes the comparison. README and integration source reviewed at a fixed commit; not independently run or benchmarked by this site.

About Jev

Jev is TypeSafe AI's System One decision model: it returns typed scores and choices (not free text), so agents can route, filter and gate at low latency and cost.

Source: anessbelbati/jev-rerank-bench — 7 stars, MIT. Listed by Awesome Jev.

jev-rerank-bench

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jev-rerank-bench

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