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Backbone

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

Backbone appears in the code Syntology harvested for 17 papers, as 17 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 3 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 Backbone 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 7 of the 17 distinct code bodies named Backbone; 10 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
0ran · fixture could not drive it
6ran
10unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 17 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

17 papers shown of 17, newest first; 17 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, and the graph's for 3 papers added by Syntology. 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
TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics added by Syntology 2026-02 (from id) UKAEA-IBM-STFC-Fusion-FMs/tokamind/src/mmt/models/mmt.py 797166c512d3510f ran · metamorphic tier: invariant fingerprinted licence not identified · pointer only
GeoGraph: Geometric and Graph-based Ensemble Descriptors for Intrinsically Disordered Proteins added by Syntology 2025-10 (from id) instadeepai/GeoGraph/src/geograph/model/geograph.py 8d82134413d20c27 unverified Apache-2.0 (permissive)
CryptoFace: End-to-End Encrypted Face Recognition added by Syntology 2025-09 (from id) human-analysis/CryptoFace/models/pcnn.py 43bca9799e6fda81 unverified MIT (permissive)
SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding 3 Jul 2024 WeitaiKang/SegVG/models/SegVG.py 3cea0289236abff1 ran · metamorphic tier: deterministic no licence file found · pointer only
DAVE -- A Detect-and-Verify Paradigm for Low-Shot Counting 25 Apr 2024 jerpelhan/dave/models/dave.py 553da3ea9f5e1cd5 ran fingerprinted MIT (permissive)
Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection 19 Mar 2024 zhangzjn/ader/model/realnet.py 2879a9b27eeefb38 unverified no licence file found · pointer only
Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding 27 Sep 2022 jy0205/stcat/models/pipeline.py 8687762072eb9277 unverified Apache-2.0 (permissive)
PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer Towards Video Object Detection 6 Sep 2022 Hon-Wong/PTSEFormer/src/models/model_builder.py a211f6c6ab02ec90 unverified MIT (permissive)
AdaFace: Quality Adaptive Margin for Face Recognition 3 Apr 2022 Armxyz1/Results-on-RFW/AdaFace/backbones/net.py f3ef8c1d9f566160 unverified no licence file found · pointer only
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach 9 Oct 2021 qitianwu/FATE/ctr/FATE-NN/model.py ad240ffd5b1a2efe ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
SurfaceNet: Adversarial SVBRDF Estimation from a Single Image 23 Jul 2021 perceivelab/surfacenet/src/models/surfacenet.py bc26e219d8b4ebf5 unverified MIT (permissive)
Bootstrapping Semantic Segmentation with Regional Contrast 9 Apr 2021 dbash/zerowaste/reco_aug/core/networks.py 2ad3bb5407d55287 unverified MIT (permissive)
Learning Multi-Scene Absolute Pose Regression with Transformers 21 Mar 2021 yolish/c2f-ms-transformer/models/transposenet/C2FEMSTransPoseNet.py 9428d87fe616c718 unverified no licence file found · pointer only
Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification 7 Mar 2021 flysnowtiger/GRL/reid/models/grl_model.py 61ab9ebb92076de1 unverified no licence file found · pointer only
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks 13 Apr 2020 milvlg/rosita/rosita/modeling/pretrain_tasks/rosita.py bb6ea058ef7c09e1 ran Apache-2.0 (permissive)
Towards Backward-Compatible Representation Learning 26 Mar 2020 yifeizhou02/bt-2/models/resnet.py 8c01dd7b393828af ran no licence file found · pointer only
Deep Residual Learning for Image Recognition 10 Dec 2015 trachpro/arcface-tf2/modules/models.py 17fe36be49b222bd ran · our draft was wrong MIT (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