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normalize_bbox

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

normalize_bbox appears in the code Syntology harvested for 23 papers, as 11 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 19 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 normalize_bbox 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 11 distinct code bodies named normalize_bbox; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
1ran · fixture could not drive it
5ran
4unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 24 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

23 papers shown of 23, newest first; 24 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; 1 papers have no page here and are shown by arXiv id only. 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
GraspCoT: Integrating Physical Property Reasoning for 6-DoF Grasping under Flexible Language Instructions 20 Mar 2025 cxmomo/GraspCoT/llava/model/hungarian_assigner_3d.py 86069c4dc82688fe unverified MIT (permissive)
DocLayLLM: An Efficient and Effective Multi-modal Extension of Large Language Models for Text-rich Document Understanding 27 Aug 2024 whlscut/DocLayLLM/infer_demo.py 7bc6ae7862fba86d ran · fixture could not drive it no licence file found · pointer only
DVPE: Divided View Position Embedding for Multi-View 3D Object Detection 24 Jul 2024 dop0/DVPE/projects/mmdet3d_plugin/core/bbox/util.py a18ca9ff1a1b82c8 ran Apache-2.0 (permissive)
RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception 15 Jul 2024 jbji/RepVF/plugins/core/bbox/util.py 8800486c70b30b88 ran fingerprinted Apache-2.0 (permissive)
OPEN: Object-wise Position Embedding for Multi-view 3D Object Detection 15 Jul 2024 AlmoonYsl/OPEN/projects/mmdet3d_plugin/core/bbox/util.py a18ca9ff1a1b82c8 ran MIT (permissive)
Hypergraph based Understanding for Document Semantic Entity Recognition 9 Jul 2024 Line-Kite/HGALayoutLM/utils/image_utils.py c23469a99394f25f ran fingerprinted no licence file found · pointer only
Enhancing 3D Object Detection with 2D Detection-Guided Query Anchors 10 Mar 2024 nullmax-vision/QAF2D/projects/mmdet3d_plugin/core/bbox/util.py a18ca9ff1a1b82c8 ran Apache-2.0 (permissive)
Ray Denoising: Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection 6 Feb 2024 liewfeng/beam/projects/mmdet3d_plugin/core/bbox/util.py a18ca9ff1a1b82c8 ran no licence file found · pointer only
Pixel-Wise Recognition for Holistic Surgical Scene Understanding 20 Jan 2024 bcv-uniandes/tapir/slowfast/evaluate/convert_coco_anns_to_our_method.py 829565bab809c0f8 ran MIT (permissive)
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs 21 Dec 2023 penghao-wu/vstar/vstar_bench_eval.py e900944d5f5029a3 ran · violated contract fingerprinted MIT (permissive)
M-BEV: Masked BEV Perception for Robust Autonomous Driving 19 Dec 2023 sranc3/m-bev/projects/mmdet3d_plugin/core/bbox/util.py e6ab81c2ff932920 ran no licence file found · pointer only
UniBEV: Multi-modal 3D Object Detection with Uniform BEV Encoders for Robustness against Missing Sensor Modalities 25 Sep 2023 tudelft-iv/unibev/projects/UniBEV/unibev_plugin/core/bbox/util.py e6ab81c2ff932920 ran no licence file found · pointer only
Far3D: Expanding the Horizon for Surround-view 3D Object Detection 18 Aug 2023 megvii-research/far3d/projects/mmdet3d_plugin/core/bbox/util.py a18ca9ff1a1b82c8 ran no licence file found · pointer only
Faster Segment Anything: Towards Lightweight SAM for Mobile Applications 25 Jun 2023 ksugar/samapi/src/samapi/utils.py 286aec4466101609 unverified BSD-3-Clause (permissive)
Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering 1 Jun 2023 wenjinw/latin-prompt/utils/docvqa.py c23469a99394f25f ran fingerprinted MIT (permissive)
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs 3 May 2023 fengbinzhu/doc2soargraph/etr/model/layout_model.py b97f0283fababae5 unverified MIT (permissive)
VoxelFormer: Bird's-Eye-View Feature Generation based on Dual-view Attention for Multi-view 3D Object Detection 3 Apr 2023 lizhuoling/voxelformer-public/projects/mmdet3d_plugin/core/bbox/util.py e6ab81c2ff932920 ran Apache-2.0 (permissive)
SimDistill: Simulated Multi-modal Distillation for BEV 3D Object Detection 29 Mar 2023 vitae-transformer/bevsimdet/mmdet3d/core/bbox/util.py e6ab81c2ff932920 ran Apache-2.0 (permissive)
PolarFormer: Multi-camera 3D Object Detection with Polar Transformer 30 Jun 2022 fudan-zvg/polarformer/projects/mmdet3d_plugin/core/bbox/util.py 8fda704fb3d1af09 unverified MIT (permissive)
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation 26 May 2022 mit-han-lab/bevfusion/mmdet3d/core/bbox/util.py e6ab81c2ff932920 ran Apache-2.0 (permissive)
FUTR3D: A Unified Sensor Fusion Framework for 3D Detection 20 Mar 2022 tsinghua-mars-lab/futr3d/plugin/futr3d/core/bbox/utils.py 8800486c70b30b88 ran fingerprinted Apache-2.0 (permissive)
FUTR3D: A Unified Sensor Fusion Framework for 3D Detection 20 Mar 2022 xiaohao-xu/unified-pretrain-ad/mmdet3d/core/bbox/util.py e6ab81c2ff932920 ran MIT (permissive)
Object DGCNN: 3D Object Detection using Dynamic Graphs 13 Oct 2021 wangyueft/detr3d/projects/mmdet3d_plugin/core/bbox/util.py e6ab81c2ff932920 ran MIT (permissive)
arXiv:aaai_28577 ViTAE-Transformer/SimDistill/mmdet3d/core/bbox/util.py e6ab81c2ff932920 ran Apache-2.0 (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".

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