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IoU

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

IoU appears in the code Syntology harvested for 13 papers, as 13 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 2 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 IoU 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 13 distinct code bodies named IoU; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
1ran · fixture could not drive it
1ran
9unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 13 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

13 papers shown of 13, newest first; 13 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
Magma: A Foundation Model for Multimodal AI Agents 18 Feb 2025 microsoft/Magma/agents/ui_agent/util/box_annotator.py 9a3400bbcbc29023 unverified MIT (permissive)
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks 8 Nov 2024 dynamic-superb/dynamic-superb/api/metrics/audio_segment_retrieval.py abab3f1954e44ff2 unverified no licence file found · pointer only
Boosting Unsupervised Segmentation Learning 4 Apr 2024 alperensari/segmentation-tricks/token_metric.py cd99c956249eb47c ran no licence file found · pointer only
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations 13 Jun 2023 kailas-v/ArtWhisperer/src/analysis.py d6cd00a2fa7b86c5 unverified MIT (permissive)
Unsupervised Object Localization: Observing the Background to Discover Objects 15 Dec 2022 valeoai/found/misc.py 83bbfbc25d284b4b unverified Apache-2.0 (permissive)
Palette: Image-to-Image Diffusion Models 10 Nov 2021 kylelo/roofdiffusion/data/util/roof_metric.py ec2d227dfc59af9d ran · honoured contract fingerprinted no licence file found · pointer only
IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking 27 Mar 2021 VISION-SJTU/IoUattack/pysot/pysot/utils/bbox.py e2f82d253e2b5759 ran · violated contract MIT (permissive)
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision 14 Oct 2020 airsplay/vokenization/vokenization/revokenization.py 9cae12ce7150e792 unverified MIT (permissive)
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection 8 Jun 2020 Yuxiang1995/ICDAR2021_MFD/evaluate.py b91d549254b2a59b unverified Apache-2.0 (permissive)
Complex Sequential Understanding through the Awareness of Spatial and Temporal Concepts 30 May 2020 BoPang1996/Semi-Coupled-Structure-for-visual-sequental-tasks/src/utils.py ff3de75b9cc98312 unverified Apache-2.0 (permissive)
Grid Saliency for Context Explanations of Semantic Segmentation 30 Jul 2019 kiraving/SegGradCAM/seggradcam/metrics.py 332d13840b9c6bc3 unverified BSD-3-Clause (permissive)
QATM: Quality-Aware Template Matching For Deep Learning 18 Mar 2019 kamata1729/QATM_pytorch/utils.py f1724a4036608436 unverified MIT (permissive)
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 4 Jun 2015 clemkoa/fasterrcnn/src/fasterrcnn.py f55438873775f578 ran · fixture could not drive it fingerprinted 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