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per_class_iu

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

per_class_iu appears in the code Syntology harvested for 9 papers, as 3 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 9 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 per_class_iu 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 3 of the 3 distinct code bodies named per_class_iu; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
2ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
1ran
0unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 9 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

9 papers shown of 9, newest first; 9 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
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook 8 Dec 2023 yilmazkadir/segmentation_losses/lib/utils.py e0b186ebb66d6034 ran fingerprinted no licence file found · pointer only
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions 21 Jul 2022 theo2021/OnDA/framework/domain_adaptation/methods/prototypes.py da79e98c38ae72a6 ran · violated contract fingerprinted GPL-2.0 (copyleft) · pointer only
D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation 14 Feb 2022 tsunghan-wu/d2ada/evaluation.py b1c59751f8968e99 ran · violated contract fingerprinted MIT (permissive)
Semantic Segmentation-assisted Scene Completion for LiDAR Point Clouds 23 Sep 2021 jokester-zzz/ssa-sc/networks/train_SSA_SC.py b1c59751f8968e99 ran · violated contract fingerprinted no licence file found · pointer only
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks 5 Jun 2021 jxhuang0508/CaCo/caco_vanilla_finetune/compute_iou.py b1c59751f8968e99 ran · violated contract fingerprinted MIT (permissive)
FDA: Fourier Domain Adaptation for Semantic Segmentation 11 Apr 2020 YanchaoYang/FDA/evaluation_multi.py b1c59751f8968e99 ran · violated contract fingerprinted no licence file found · pointer only
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation 31 Mar 2020 identical code first harvested elsewhere b1c59751f8968e99 ran · violated contract fingerprinted licence of this copy not recorded
Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation 25 Sep 2018 RoyalVane/CLAN/CLAN_iou.py b1c59751f8968e99 ran · violated contract fingerprinted MIT (permissive)
Joint 2D-3D-Semantic Data for Indoor Scene Understanding 3 Feb 2017 jamycheung/trans4pass/adaptations/compute_iou.py b1c59751f8968e99 ran · violated contract fingerprinted 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".

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