Data & Analytics

Amazon Berkeley Objects Dataset

Last updated 2026-07-29 · benchmark measured 2026-08-12 — deterministic & reproducible

A CC BY 4.0 dataset of Amazon products with metadata, catalog images, and 3D models.

Is Amazon Berkeley Objects Dataset production-ready?

Legit.Show scores Amazon Berkeley Objects Dataset 34 out of 100 — the simple average of its 6 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Amazon Berkeley Objects Dataset (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Discoverability. 6 of the seven frames returned a score; Accessibility was not measurable on this service and is recorded as null — not as zero. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

• Performance — 60/100
• Accessibility — not measurable on this service (null — not scored as 0)
• Security — 25/100
• Privacy — 25/100
• Reliability — 92/100
• Standards — 0/100
• Discoverability — 0/100

What we measured

• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 939 ms to first byte.
• Returns a proper 404 for unknown routes.
• 0 of 0 sampled routes reachable.
• No privacy policy found.
• Sets cookies / loads scripts with no consent prompt.

Who it's for

Researchers · Computer vision developers · 3D model users · Machine learning practitioners · Product data researchers

Visit Amazon Berkeley Objects Dataset → · Alternatives to Amazon Berkeley Objects Dataset → · How this was measured →