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iou_binary

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

iou_binary appears in the code Syntology harvested for 27 papers, as 4 distinct code bodies found in 27 places (a place is one code body under one paper). At least one of them ran in 25 of the papers; 1 of the code bodies carries 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_binary 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 4 distinct code bodies named iou_binary; 2 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
1ran · fixture could not drive it
1ran
2unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 27 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

27 papers shown of 27, newest first; 27 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 2 papers added by Syntology; 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
Cost-efficient Active Learning for Referring Image Segmentation and Grounding added by Syntology 2026-08 (from id) junbum766/ALRIS/annotation_tool/make_pseudo_to_gt.py 557a303bedb4c7cb unverified no licence file found · pointer only
Multi-Resolution Alignment for Voxel Sparsity in Camera-Based 3D Semantic Scene Completion added by Syntology 2026-02 (from id) PKU-ICST-MIPL/MRA/projects/mmdet3d_plugin/mra/utils/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted no licence file found · pointer only
GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction 13 Dec 2024 zuosc19/gaussianworld/utils/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted no licence file found · pointer only
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight 21 Oct 2024 blue-531/TALoS/utils/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted no licence file found · pointer only
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation 20 Aug 2024 Javion11/PointLiBR/openpoints/loss/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds 27 Mar 2024 yuan-zm/DGT-ST/network/lov_loss.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation 18 Mar 2024 zhangsha1024/HVDistill/downstream/criterion.py 3da12066754004fa ran no licence file found · pointer only
Context-Guided Spatio-Temporal Video Grounding 3 Jan 2024 shaohuadong2021/dplnet/RGBD/toolbox/lavaszSoftmax.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted no licence file found · pointer only
Camera-based 3D Semantic Scene Completion with Sparse Guidance Network 10 Dec 2023 jieqianyu/sgn/projects/mmdet3d_plugin/sgn/utils/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted no licence file found · pointer only
PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness 4 Dec 2023 astra-vision/PaSCo/pasco/loss/lovasz.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Clustering based Point Cloud Representation Learning for 3D Analysis 27 Jul 2023 fengzicai/cluster3dseg/spvnas/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation 6 Jun 2023 TencentARC/SGAT4PASS/segmentron/solver/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only
LinK: Linear Kernel for LiDAR-based 3D Perception 28 Mar 2023 MCG-NJU/LinK/segmentation/core/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction 15 Feb 2023 wzzheng/tpvformer/utils/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image 5 Feb 2023 PengfeiRen96/DIR/models/lovasz_loss.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
Benchmarking the Robustness of LiDAR Semantic Segmentation Models 3 Jan 2023 yanx27/2dpass/utils/lovasz_loss.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds 30 Jul 2022 cardwing/codes-for-pvkd/utils/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception 12 Sep 2021 xinge008/Cylinder3D/utils/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation 27 Mar 2021 edwardzhou130/Panoptic-PolarNet/network/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted BSD-3-Clause (permissive)
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation 31 Mar 2020 Yvanali/KITTISeg/network/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted BSD-3-Clause (permissive)
Segmenting Transparent Objects in the Wild 31 Mar 2020 xieenze/Segment_Transparent_Objects/segmentron/solver/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
PanNuke Dataset Extension, Insights and Baselines 24 Mar 2020 kaiseem/pointnu-net/losses/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images 15 May 2019 chenwydj/ultra_high_resolution_segmentation/utils/lovasz_losses.py 0fc87425bc96807d unverified MIT (permissive)
CCNet: Criss-Cross Attention for Semantic Segmentation 28 Nov 2018 speedinghzl/CCNet/loss/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
UNet++: A Nested U-Net Architecture for Medical Image Segmentation 18 Jul 2018 ShawFromAttock/FYP-Medical-Image-Segmentation-using-Nested-UNet-Architecture/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
arXiv:aaai_28449 cskkxjk/Vampire/src/utils/lovasz_losses.py 1211530cd527bd0b ran · fixture could not drive it fingerprinted MIT (permissive)
arXiv:Xu_Spatiotemporal_Decoupling_for_Efficient_Vision-Based_Occupancy_Forecasting_CVPR_2025_paper BIT-XJY/EfficientOCF/projects/occ_plugin/occupancy/dense_heads/lovasz_softmax.py 1211530cd527bd0b 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".

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