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multibox

Syntologyentry name in harvested coderead from the graph 2026-09-24

multibox appears in the code Syntology harvested for 12 papers, as 7 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named multibox do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 4 of the 7 distinct code bodies named multibox; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
3ran · fixture could not drive it
0ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 15 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

12 papers shown of 12, newest first; 15 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection 19 Feb 2023 dig-beihang/x-adv/model/ssd_doam.py b490ac8699f5a7ad ran · fixture could not drive it MIT (permissive)
Interpolation-based semi-supervised learning for object detection 3 Jun 2020 soo89/ISD-SSD/isd.py b490ac8699f5a7ad ran · fixture could not drive it MIT (permissive)
Designing Network Design Spaces 30 Mar 2020 ZHANGHeng19931123/MutualGuide/models/detector.py 11d3877a0ccf3ee3 unverified MIT (permissive)
Class-Imbalanced Semi-Supervised Learning 17 Feb 2020 MinsungHyun/Class-Imbalanced-Semi-Supervised-Learning/CISSL_det/csd.py b490ac8699f5a7ad ran · fixture could not drive it MIT (permissive)
A Real-time Global Inference Network for One-stage Referring Expression Comprehension 7 Dec 2019 luogen1996/Real-time-Global-Inference-Network/code/ssd_vgg.py b490ac8699f5a7ad ran · fixture could not drive it MIT (permissive)
Domain Adaptation for Object Detection via Style Consistency 22 Nov 2019 pb2377/Pytorch-Domain-Adaptation-via-Style-Consistency/models/vgg_ssd.py b490ac8699f5a7ad ran · fixture could not drive it MIT (permissive)
Zero-Shot Grounding of Objects from Natural Language Queries 20 Aug 2019 TheShadow29/zsgnet-pytorch/code/ssd_vgg.py b490ac8699f5a7ad ran · fixture could not drive it MIT (permissive)
Panoptic Feature Pyramid Networks 8 Jan 2019 ashwath007/amenity-detection/Algo/SSD/ssd.py 40dc7296d52276ff ran · fixture could not drive it Apache-2.0 (permissive)
Receptive Field Block Net for Accurate and Fast Object Detection 21 Nov 2017 dishen12/py03/models/RFB_Net_vgg.py 26b1d5df5006be4c ran · fixture could not drive it no licence file found · pointer only
Online Real-time Multiple Spatiotemporal Action Localisation and Prediction 25 Nov 2016 gurkirt/realtime-action-detection/ssd.py 40dc7296d52276ff ran · fixture could not drive it no licence file found · pointer only
Online Real-time Multiple Spatiotemporal Action Localisation and Prediction 25 Nov 2016 gurkirt/AMTNet/AMTNet.py e7cae6a12359a3e9 ran · our draft was wrong licence not identified · pointer only
SSD: Single Shot MultiBox Detector 8 Dec 2015 arvind1998/SSD-Object-Detection/ssd.py 40dc7296d52276ff ran · fixture could not drive it MIT (permissive)
SSD: Single Shot MultiBox Detector 8 Dec 2015 bailvwangzi/repulsion_loss_ssd/ssd.py b490ac8699f5a7ad ran · fixture could not drive it MIT (permissive)
Very Deep Convolutional Networks for Large-Scale Image Recognition 4 Sep 2014 MaliParag/ScanSSD/ssd.py d4a831ade777ecb0 unverified MIT (permissive)
Very Deep Convolutional Networks for Large-Scale Image Recognition 4 Sep 2014 chosj95/PFPNet.pytorch/models/PFPNetR.py 8980b60414eddea6 unverified BSD-3-Clause (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections