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cal_iou

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

cal_iou appears in the code Syntology harvested for 8 papers, as 8 distinct code bodies found in 8 places (a place is one code body under one paper). At least one of them ran in 2 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 cal_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 2 of the 8 distinct code bodies named cal_iou; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
6unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 0 of the 8 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

8 papers shown of 8, newest first; 8 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; 2 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
Number it: Temporal Grounding Videos like Flipping Manga 15 Nov 2024 yongliang-wu/numpro/eval/metrics_mr.py 72ed5b8816e4da32 unverified MIT (permissive)
SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene Segmentation 29 Nov 2023 GAP-LAB-CUHK-SZ/SAMPro3D/utils/vis_utils.py 7b2ed44d3cabdb55 ran fingerprinted Apache-2.0 (permissive)
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo Labelers 25 Jul 2023 VinAIResearch/GaPro/gapro/eval_ps_labels.py a99c6bd8fd457ccf ran fingerprinted BSD-3-Clause (permissive)
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis 2 Jan 2023 RL4M/PCRLv2/luna_preprocess.py 4692ea0a66565d22 unverified MIT (permissive)
Learning a Discriminative Feature Network for Semantic Segmentation 25 Apr 2018 YuhuiMa/DFN-tensorflow/dfn_model.py fb26f47db217f048 unverified Apache-2.0 (permissive)
Detecting Text in Natural Image with Connectionist Text Proposal Network 12 Sep 2016 courao/ocr.pytorch/detect/ctpn_utils.py f2bdee89194ccb33 unverified MIT (permissive)
arXiv:aaai_28278 om-ai-lab/GroundVLP/Detic/cal_score_detic.py 7a5d55ce1affcabb unverified Apache-2.0 (permissive)
arXiv:Ming_Deep_Dive_Into_Gradients_Better_Optimization_for_3D_Object_Detection_CVPR_2023_paper ming71/GCIoU-loss/pcdet/ops/iou3d/oriented_iou_loss.py 468c4843604746a3 unverified 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