Data & Analytics

mirth/msmarco-expansion-tables

Last updated 2026-09-14 · benchmark measured 2026-09-14 — deterministic & reproducible

Expansion tables dataset for MS MARCO passage retrieval on Hugging Face.

Are you the maker of mirth/msmarco-expansion-tables? Claim this listing. It is free, takes a meta tag, a DNS record or GitHub admin rights, and never changes the score.

Launched something? Add your product, free.

To cite this score: legit.show/s/hf-mirth-msmarco-expansion-tables/2026-09-14. That address never changes; this page moves with every re-measure.

Legit.Show scored mirth/msmarco-expansion-tables 84/100 on 2026-09-14, measured across all 7 frames from its public surface. legit.show/s/hf-mirth-msmarco-expansion-tables/2026-09-14

Is mirth/msmarco-expansion-tables production-ready?

Legit.Show scores mirth/msmarco-expansion-tables 84 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on mirth/msmarco-expansion-tables (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Privacy; its weakest is Accessibility. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 79/100
• Accessibility — 69/100
• Security — 70/100
  How this compares across the catalogue: The Web Security Baseline
• Privacy — 100/100
  How this compares across the catalogue: The Privacy Gap
• Reliability — 100/100
• Standards — 85/100
• Discoverability — 85/100

What we measured

• Security headers present: HSTS, X-Frame-Options, Referrer-Policy.
• No Content-Security-Policy.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 27 ms to first byte.
• Returns a proper 404 for unknown routes.
• 3 of 3 sampled routes reachable.
• Has a reachable privacy policy.
• Sets cookies / loads scripts with no consent prompt.

Who built it

product account @huggingface

Who it's for

Information retrieval researchers · Search engineers · BM25 system builders · NLP practitioners

Sources and updates

Description

Taken from huggingface.co's own website on 2026-09-14.

Operator

Hugging Face, as named in huggingface.co's terms, privacy page or footer.

Benchmark

Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-09-14.

Put together from public information, without mirth/msmarco-expansion-tables's involvement. If anything here is wrong, tell us and a person will check it.

Visit mirth/msmarco-expansion-tables → · Alternatives to mirth/msmarco-expansion-tables → · How this was measured →