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compute_iou

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

compute_iou appears in the code Syntology harvested for 68 papers, as 52 distinct code bodies found in 72 places (a place is one code body under one paper). At least one of them ran in 29 of the papers; 7 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 compute_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 17 of the 52 distinct code bodies named compute_iou; 35 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
3ran · fixture could not drive it
12ran
35unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 14 of the 72 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

68 papers shown of 68, newest first; 72 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 9 papers added by Syntology; 6 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
CERF: Communication-Efficient and Retraining-Free Collaborative Perception added by Syntology 2026-09 (from id) uestchjw/CERF/collaborative_perception/bevfusion/projects/postprocess.py 8878ff203c312549 unverified no licence file found · pointer only
SAM3-LoRA: Parameter-Efficient Adaptation of a Concept-Promptable Foundation Model for Multi-Class Structural Defect Segmentation added by Syntology 2026-09 (from id) Sompote/sam3_lora/train_sam3_lora.py 1ba2f6771f6d4651 unverified no licence file found · pointer only
CAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models added by Syntology 2026-06 (from id) fz-zsl/CAPruner/model/dataset.py 6274aff367fc9689 ran GPL-3.0 (copyleft) · pointer only
Order within Chaos: Capturing Intrinsic Energy Anomalies for AI-Manipulated Image Forgery Localization added by Syntology 2026-06 (from id) phoenixnir/FLAME/FLAME/utils/metrics.py f4a6aebcbf478f03 ran no licence file found · pointer only
Lowering the Barrier to IREX Participation: Open-Source Algorithms, Toolkit, and Benchmarking for Iris Recognition added by Syntology 2026-05 (from id) CVRL/PBM/mrcnn/utils.py ae0c5e015d8cf734 ran BSD-2-Clause (permissive)
ELA: Exact Linear Attention with Qualitative Memory and Hyper-Link added by Syntology 2026-05 (from id) yauntyour/Exact-Linear-Attention/latdet/model.py 73f71709991d844e ran fingerprinted licence not identified · pointer only
MedCore: Boundary-Preserving Medical Core Pruning for MedSAM added by Syntology 2026-05 (from id) cenweizhang/MedCore/medcore_pruning/metrics.py c3ff88b7bf97c76a unverified Apache-2.0 (permissive)
SOVABench: A Vehicle Surveillance Action Retrieval Benchmark for Multimodal Large Language Models added by Syntology 2026-01 (from id) oriol-rabasseda/sovabench/src/mllm_embeddings_sovabench/datasets/correct_overlapping.py 98a9cd0eca34704b unverified no licence file found · pointer only
GUI-Spotlight: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding added by Syntology 5 Oct 2025 bin123apple/GUI_Spotlight/spotlight/reward/tool_rubric.py 4e08ab7b4f176f64 unverified MIT (permissive)
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning 29 May 2025 showlab/unirl/evaluate_imgs.py 2f96ce289cb03a29 unverified Apache-2.0 (permissive)
OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation 26 May 2025 PKU-YuanGroup/ConsisID/data_preprocess/step3_get_refine_track.py 02fb438e848b5140 unverified Apache-2.0 (permissive)
VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning 17 May 2025 dvlab-research/Seg-Zero/evaluation_scripts/evaluation.py faee26847645d13b unverified Apache-2.0 (permissive)
VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning 17 May 2025 dvlab-research/VisionReasoner/evaluation/evaluation_anomaly.py 611c245861107d30 unverified Apache-2.0 (permissive)
Perception-R1: Pioneering Perception Policy with Reinforcement Learning 10 Apr 2025 linkangheng/pr1/eval/evaluate_grounding.py 96d8ce55eedcc334 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
SADG: Segment Any Dynamic Gaussian Without Object Trackers 28 Nov 2024 yunjinli/SADG-SegmentAnyDynamicGaussian/metrics_segmentation.py c68803bf7444deb3 unverified MIT (permissive)
SAMPart3D: Segment Any Part in 3D Objects 11 Nov 2024 pointcept/sampart3d/PartObjaverse-Tiny/eval/eval_part.py bfcfa7e485c98dc3 unverified MIT (permissive)
IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities 23 Aug 2024 360cvgroup/inner-adaptor-architecture/iaa/eval/compute_precision.py d7c36fd89f5fcad4 ran Apache-2.0 (permissive)
Commonsense Prototype for Outdoor Unsupervised 3D Object Detection 25 Apr 2024 hailanyi/CPD/cpd/utils/bbloss.py f940cdda72e1a568 ran no licence file found · pointer only
FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images 14 Mar 2024 arcadelab/fastsam3d/val_2d.py 04b1148082a2d310 ran Apache-2.0 (permissive)
Car Damage Detection and Patch-to-Patch Self-supervised Image Alignment 11 Mar 2024 2000222/car-damage-detectionv0/mrcnn/utils.py ae0c5e015d8cf734 ran no licence file found · pointer only
YOLO-World: Real-Time Open-Vocabulary Object Detection 30 Jan 2024 ibaiGorordo/ONNX-YOLO-World-Open-Vocabulary-Object-Detection/yoloworld/nms.py 21a47905e98284b9 unverified MIT (permissive)
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations 23 Jan 2024 mlvlab/DDMI/convocc/src/common.py 0072de07b144b152 ran MIT (permissive)
Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? 31 Oct 2023 vl-illusion/dataset/utils.py 2591cb66fe714279 ran fingerprinted no licence file found · pointer only
Woodpecker: Hallucination Correction for Multimodal Large Language Models 24 Oct 2023 bradyfu/woodpecker/models/utils.py 667ecbfb72739567 ran fingerprinted no licence file found · pointer only
What Do Deep Saliency Models Learn about Visual Attention? 14 Oct 2023 szzexpoi/saliency_analysis/prototype_dissection.py 423681206c2b5298 unverified no licence file found · pointer only
Towards Content-based Pixel Retrieval in Revisited Oxford and Paris 11 Sep 2023 anguoyuan/pixel_retrieval-segmented_instance_retrieval/evaluation_code/utils/iou_compute.py 5c1d039685bafbdd ran MIT (permissive)
Towards Content-based Pixel Retrieval in Revisited Oxford and Paris 11 Sep 2023 anguoyuan/pixel_retrieval-segmented_instance_retrieval/evaluation_code/utils/iou_compute_delg.py 1a23c5e4a34671bf ran MIT (permissive)
3D Implicit Transporter for Temporally Consistent Keypoint Discovery 10 Sep 2023 zhongcl-thu/3D-Implicit-Transporter/core/nets/common.py 0072de07b144b152 ran MIT (permissive)
Hierarchical Video-Moment Retrieval and Step-Captioning 29 Mar 2023 j-min/HiREST/evaluate.py e84b722650b81091 unverified MIT (permissive)
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors 25 Mar 2023 chenchao15/NeuralTPS/im2mesh/common.py 0072de07b144b152 ran MIT (permissive)
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation 20 Mar 2023 l1997i/lim3d/utils/evaluation.py c398cef55a293907 unverified Apache-2.0 (permissive)
Neural Vector Fields: Implicit Representation by Explicit Learning 8 Mar 2023 Wi-sc/NVF/utils.py 0072de07b144b152 ran MIT (permissive)
Unifying Short and Long-Term Tracking with Graph Hierarchies 6 Dec 2022 dvl-tum/SUSHI/src/utils/motion_utils.py 470ebe50cdb0b817 unverified MIT (permissive)
What the DAAM: Interpreting Stable Diffusion Using Cross Attention 10 Oct 2022 castorini/daam/daam/evaluate.py 5682e07dbd1c3e8b unverified MIT (permissive)
Dynamic 3D Scene Analysis by Point Cloud Accumulation 25 Jul 2022 prs-eth/PCAccumulation/libs/loss.py f11d4fc544190a42 unverified MIT (permissive)
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors 6 Jul 2022 ibaiGorordo/ONNX-YOLOv7-Object-Detection/yolov7/utils.py 21a47905e98284b9 unverified MIT (permissive)
RES: A Robust Framework for Guiding Visual Explanation 27 Jun 2022 yuyanggao/res/RES.py 1aea11ac7997b72f ran · our draft was wrong no licence file found · pointer only
SNAKE: Shape-aware Neural 3D Keypoint Field 3 Jun 2022 zhongcl-thu/SNAKE/core/nets/common.py 0072de07b144b152 ran MIT (permissive)
Probabilistic Implicit Scene Completion 4 Apr 2022 96lives/gca/baselines/common.py 0072de07b144b152 ran MIT (permissive)
A Visual Navigation Perspective for Category-Level Object Pose Estimation 25 Mar 2022 wrld/visual_navigation_pose_estimation/nocs/utils.py 2757c39fd1d64ab6 unverified MIT (permissive)
CLIP-Mesh: Generating textured meshes from text using pretrained image-text models 24 Mar 2022 autodeskailab/clip-forge/train_autoencoder.py 50f9537db6e67f4b ran · honoured contract fingerprinted no licence file found · pointer only
QAHOI: Query-Based Anchors for Human-Object Interaction Detection 16 Dec 2021 cjw2021/QAHOI/datasets/hico_eval.py d00ab1027f478b6d unverified Apache-2.0 (permissive)
End-to-End Referring Video Object Segmentation with Multimodal Transformers 29 Nov 2021 mttr2021/MTTR/metrics.py 88af85cb8ff7b022 unverified Apache-2.0 (permissive)
Ray-ONet: Efficient 3D Reconstruction From A Single RGB Image 5 Jul 2021 ActiveVisionLab/ray-onet/im2mesh/common.py 0072de07b144b152 ran MIT (permissive)
Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes 15 Apr 2021 hongsukchoi/3dcrowdnet_release/tool/check_crowdidx.py 140b89f632c7ec6c unverified MIT (permissive)
Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation 2 Apr 2021 stelzner/obsurf/obsurf/common.py 0072de07b144b152 ran MIT (permissive)
Detecting Human-Object Interactions with Action Co-occurrence Priors 17 Jul 2020 Dong-JinKim/ActionCooccurrencePriors/utils/bbox_utils.py d342aa66e09cb8a9 unverified MIT (permissive)
YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 HeegonJin/yolov1/yolov1.py 8773def2c6ac88dd ran · fixture could not drive it fingerprinted no licence file found · pointer only
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation 5 Apr 2020 MaybeShewill-CV/bisenetv2-tensorflow/tools/cityscapes/test_bisenetv2_cityscapes.py 4c9edc2f665fa3ba ran · fixture could not drive it fingerprinted MIT (permissive)
TACO: Trash Annotations in Context for Litter Detection 16 Mar 2020 pedropro/TACO/detector/utils.py b2aae18de5fa3893 unverified MIT (permissive)
VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions 11 Mar 2020 ASMIftekhar/VSGNet/scripts_hico/HICO_eval/bbox_utils.py d342aa66e09cb8a9 unverified MIT (permissive)
Convolutional Occupancy Networks 10 Mar 2020 autonomousvision/convolutional_occupancy_networks/src/common.py 0072de07b144b152 ran MIT (permissive)
PointRend: Image Segmentation as Rendering 17 Dec 2019 ayoolaolafenwa/PixelLib/pixellib/instance/utils.py 64403fb78c59e685 unverified MIT (permissive)
LVIS: A Dataset for Large Vocabulary Instance Segmentation 8 Aug 2019 craston/object_detection_cib/kod/core/bbox/iou.py 0fb7599af3cad11b unverified Apache-2.0 (permissive)
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion 28 Apr 2019 iSarmad/RL-GAN-Net/GAN/models/lossess.py f1eb659f7c048f5c unverified MIT (permissive)
Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation 9 Jan 2019 sahithchada/NOCS_PyTorch/utils.py b2aae18de5fa3893 unverified MIT (permissive)
SketchyScene: Richly-Annotated Scene Sketches 7 Aug 2018 SketchyScene/SketchyScene/Instance_Segmentation/libs/utils.py b2aae18de5fa3893 unverified MIT (permissive)
SO-Net: Self-Organizing Network for Point Cloud Analysis 12 Mar 2018 lijx10/SO-Net/models/losses.py 8f4466573c6f0ffe unverified MIT (permissive)
SO-Net: Self-Organizing Network for Point Cloud Analysis 12 Mar 2018 LONG-9621/SO-Net/models/losses.py f1eb659f7c048f5c unverified MIT (permissive)
Mask R-CNN 20 Mar 2017 RituYadav92/Radar-RGB-Attentive-Multimodal-Object-Detection/Radar_RGB_Camera_Object_Detection/mrcnn/utils.py ae0c5e015d8cf734 ran MIT (permissive)
Mask R-CNN 20 Mar 2017 itsasimiqbal/SeBRe/utils.py b2aae18de5fa3893 unverified MIT (permissive)
Face Aging With Conditional Generative Adversarial Networks 7 Feb 2017 Vishal-V/GSoC-TensorFlow-2019/mask_rcnn/utils.py ae0c5e015d8cf734 ran Apache-2.0 (permissive)
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks 10 Dec 2016 Vishal-V/GSoC/mask_rcnn/utils.py ae0c5e015d8cf734 ran Apache-2.0 (permissive)
Detecting Text in Natural Image with Connectionist Text Proposal Network 12 Sep 2016 CrazySummerday/ctpn.pytorch/ctpn/utils.py 5dfe6dd29f57f960 unverified MIT (permissive)
SSD: Single Shot MultiBox Detector 8 Dec 2015 ChunML/ssd-tf2/box_utils.py 366a1b1467436d59 unverified MIT (permissive)
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 Everina/car-detection-yolo/yolo_v1.py 84b11777c5a839c6 unverified Apache-2.0 (permissive)
arXiv:aaai_25380 hailanyi/TED/pcdet/utils/bbloss.py f940cdda72e1a568 ran Apache-2.0 (permissive)
arXiv:aaai_19986 PuAnysh/UFPMP-Det/UFPMP-Det-Tools/eval_script/ufpmp_det_eval.py 48738a53672ce96e unverified Apache-2.0 (permissive)
arXiv:Wang_3D_Human_Mesh_Recovery_with_Sequentially_Global_Rotation_Estimation_ICCV_2023_paper kennethwdk/SGRE/tool/check_crowdidx.py 140b89f632c7ec6c unverified MIT (permissive)
arXiv:Fogel_Open-Canopy_Towards_Very_High_Resolution_Forest_Monitoring_CVPR_2025_paper fajwel/Open-Canopy/src/metrics/metrics_utils.py 4841b773d8c6b024 unverified Apache-2.0 (permissive)
arXiv:2024.findings-acl.307 wj210/NLI_ETP/model/utils.py 99b774c8c7fcfb6a unverified MIT (permissive)
arXiv:136890725 MendelXu/zsseg.baseline/mask_former/ablation/oracle_mask_former_model.py b89a7e00b541a38a 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".

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