Repo · Benchmarks & research
jev-benchmark (YidiDev)
Rubric-Based Zero-Shot Classification Benchmark: Jev vs Claude Haiku 4.5 vs OpenJev on rubric-conditioned classification, chained decision execution,…
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Rubric-Based Zero-Shot Classification Benchmark: Jev vs Claude Haiku 4.5 vs Claude Sonnet 5 vs OpenJev on rubric-conditioned classification, chained decision execution, and exam grading -- with full price tracking.
How builders describe it
Rubric-Based Zero-Shot Classification Benchmark: Jev vs Claude Haiku 4.5 vs OpenJev on rubric-conditioned classification, chained decision execution, and exam grading -- with full price tracking.
Reproducible benchmark asking whether Jev reads multi-clause rubrics, comparing Jev, Claude Haiku 4.5, Sonnet 5 and OpenJev across ten suites with corpora and spend published.
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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