efficientsam3
UNCLAIMEDefficientsam3 — EfficientSAM3 compresses SAM3 into lightweight, edge-friendly models via progressive knowledge distillation for fast promptable concept segmentation and tracking. Listed under Edge and on-device in the Inference / Serving layer. 3 of 6 comparison attributes are recorded, each with the page it was read from.
EfficientSAM3 distills SAM1, SAM2, and SAM3 into lightweight models that bring promptable concept segmentation to edge devices.
2 OF 4 SIGNALS HELD · MISSING LOGO, LICENCE
What it runs on, and what runs on it
0 cited edgesComputed from the stack graph, both directions. Every cited edge links the page it was read from; a vendor-added one links the vendor’s own source — this is the reason to be here rather than on the vendor’s own site.
No edges on record for efficientsam3.
Nothing in the directory documents depending on it, and its own docs do not name what it runs on. An edge is only stored when a source states it.
Submit a documented integration →Open-source signals
A HOLLOW RING IS UNMEASURED, NOT ZERO · WE DO NOT SUBSTITUTE A PARENT COMPANY’S REPOSITORY FOR A PRODUCT THAT HAS NONE
Price
We hold no price for this product.
Either the pricing is behind a sales call and there is no public page to read, or the last reading passed 21 days and was hidden rather than shown stale. If that changes — or if you publish /.well-known/pricing.json — it appears here with a capture date.
How we read prices →What its categories ask
3 answered · 3 unanswered6 questions declared by Edge and on-device. Most rows across the directory read like these.
“EfficientSAM3 compresses SAM1, SAM2, and SAM3 into a family of lightweight student models tailored for edge hardware without sacrificing PCS quality.”2026-10-06
“This website follows the Creative Commons Attribution-ShareAlike 4.0 International License .”2026-10-06
“ONNX/CoreML support for real-time mobile, embedded, and desktop deployment.”2026-10-06
A ROW WITH NO ANSWER IS NOT A ROW WITH A “NO” · A VENDOR MAY ANSWER A BLANK ONE, MARKED VENDOR CLAIMED WITH ITS SOURCE · A DOCUMENTED VALUE IS DISPUTED, NOT OVERWRITTEN, AND STAYS VISIBLE WHILE WE RE-READ THE SOURCE
Practitioner reviews
Nobody has written one yet.
A review here is structured, not a star: hardware, scale band, what broke in production, and whether you would choose it again.
NO PERCENTAGE IS SHOWN UNDER FIVE REVIEWS · NO STAR RATINGS, EVER
Also in this category
23 products in Edge and on-device. Comparison defaults to within the category — pairing this with a GPU cloud would produce a page that means nothing.
USED BY = LISTED PRODUCTS DEPENDING ON IT, IN THIS DIRECTORY
Frequently asked
What does a blank mean on the efficientsam3 page?
Where do the efficientsam3 figures come from?
Can efficientsam3 change what this page says?
Something here is wrong — how do I fix it?
Cite this page
A model that quotes us should quote us correctly. The reading and its date sit inside the citation rather than beside it, because a quotation carrying only a URL goes wrong the week the URL changes.
infratoapp, “efficientsam3 — Edge and on-device”, read 6 October 2026. Hardware: edge hardware as published at simonzeng7108.github.io. https://www.infratoapp.com/products/efficientsam3
What efficientsam3 can and cannot change here
Claiming the organisation lets its admins and editors change the tagline, description, logo, docs link and deployment model of every product that org owns — live, labelled as theirs, and logged. Answers to blank questions and dependencies go live too, marked as the owner’s and sourced; a documented answer cannot be overwritten. Everything else on this page is a stated fact with a dispute route: price, licence and OSS figures. Those columns are ungranted at the database level, so they are not a feature we withheld — they are a write that cannot happen. Name, category, website, pricing page and package names can be changed by the owner only through our review. A dispute never deletes a value; it marks it and publishes the correction.