Repo · Benchmarks & research
OpenJev-Vision
Open research toolkit that encodes an image once and answers multiple typed choice, noul, and score questions from a shared distribution, plus a…
Open github.com ↗From the repository
Open visual probability research: encode an image once, answer multiple structured questions. Public data, trained weights, reproducible baselines and failure cases.
How builders describe it
Open research toolkit that encodes an image once and answers multiple typed choice, noul, and score questions from a shared distribution, plus a local 0.6B text-decision model.
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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