jev-vs-clef

What Jev does in jev-vs-clef

Measures agreement, latency and bounded-task accuracy using recorded calls. The small synthetic workload is not a production safety or general-quality guarantee. Catalog verification inspected README and source; the application was not independently runtime-tested.

Verification

Verified. We confirmed this repository through the GitHub API and located the code that calls Jev at a pinned commit: view the Jev code ↗. Upstream code changes over time, so check that the file still exists at the current commit before citing it.

Topics

• benchmark
• clef
• decision-models
• jev
• llm-evaluation

How Benchmarks & research projects use Jev

Benchmarks and research projects test Jev rather than just use it. They compare it with language models and other classifiers, check whether its probabilities are well calibrated, and explore where the decision-model approach breaks down.

Related Jev projects in Benchmarks & research

1. jev-calibration-auditjujumilk3/jev-calibration-auditAudits Jev calibration, option-wording effects and Korean judgments through public APIs and datasets.★ 0
   Python
2. jev-transcript-screenerkeduseworku/jev-transcript-screenerDemo and evaluation harness that uses Jev to rank solver transcripts for review by a more costly judge.★ 0
   Python
3. jev-comparewestsmith-open/jev-compareSide-by-side Jev and Gemini evaluation harness comparing typed decisions, requests, latency, cost and calibration.★ 0
   HTML
4. decision-benchHanno-Labs/decision-benchOpen benchmark runtime for document-grounded decision models.★ 1
   Python
5. jev-synergy-screeningPistachioAIHQ/jev-synergy-screeningA Jev title-and-abstract screening experiment compared with Cohen Abstract Triage labels for an ADHD review.★ 1
   Python
6. Jev-MedQAZtrura/Jev-MedQAExperiments running Jev on medical multiple-choice question answering.★ 1
   Python

See all 107 Benchmarks & research projects →

Where we found it

• rmax-ai/jev-vs-clef/blob/5d3106604cd6f5df08c9eb85ca60f7c32eec3998/README.md