| # MVR-Bench Reference Runs | |
| These files make the public leaderboard seed reproducible against the public development split. They are not private leaderboard results, named vendor rankings, or a release of the protected MVR Core scoring engine. | |
| Run from the repository root: | |
| ```bash | |
| python benchmarks/mvr-bench/scoring/score_local.py \ | |
| --cases benchmarks/mvr-bench/data/dev/mvr-bench-dev-v1.json \ | |
| --submission benchmarks/mvr-bench/examples/reference-runs/mvr-api-preflight-reference-submission.json | |
| ``` | |
| | Run | MVR API used? | Score | Reckless-GO Rate | | |
| | --- | --- | ---: | ---: | | |
| | MVR Preflight Authored Fixture | no | 91.05 | 6.7% | | |
| | MVR Rubric Prompt-Only Reference | no | 73.68 | 20.0% | | |
| | Generic MVP-First Agent Baseline | no | 52.2 | 40.0% | | |
| Fixture pattern: the human-authored generic MVP-first submission has a 40.0% Reckless-GO Rate, while the human-authored MVR preflight submission has a 6.7% rate. This demonstrates the scorer shape, not a live API effect. | |
| This is a public-dev reproducibility aid. Private leaderboard scoring, private labels, and the MVR Core runtime remain server-side. | |
| Commercial or private evaluation: info@africanmarketos.com | |