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average_precision

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

average_precision appears in the code Syntology harvested for 38 papers, as 20 distinct code bodies found in 38 places (a place is one code body under one paper). At least one of them ran in 27 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 average_precision 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 10 of the 20 distinct code bodies named average_precision; 10 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
4ran · fixture could not drive it
6ran
10unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 13 of the 38 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

38 papers shown of 38, newest first; 38 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 3 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
CERF: Communication-Efficient and Retraining-Free Collaborative Perception added by Syntology 2026-09 (from id) uestchjw/CERF/collaborative_perception/bevfusion/projects/mean_ap.py 5c0b8f98b13bfb49 unverified no licence file found · pointer only
The Impact of Temporal Context Length and Encoding Strategies on Self-Supervised ECG Representation Learning added by Syntology 2026-08 (from id) muha-0/ecg-ssl-representation-learning/eval/metrics.py 61b235ee7c0e69cc ran fingerprinted MIT (permissive)
Do Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks? added by Syntology 2026-05 (from id) PedrV/gnn-uq-inspector/inspector/metrics/metrics.py 9402190d87ac1ec4 ran fingerprinted Apache-2.0 (permissive)
World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model 1 Jul 2025 ucaszyp/World4Drive/custom_mmdet3d/core/evaluation/indoor_eval.py 8d35a41368d8dd47 ran Apache-2.0 (permissive)
SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models 24 Feb 2025 kjmillerCURIS/SPARC/run_SPARC.py f52b226226096fdd ran · fixture could not drive it fingerprinted no licence file found · pointer only
GaussianPretrain: A Simple Unified 3D Gaussian Representation for Visual Pre-training in Autonomous Driving 19 Nov 2024 public-bots/gaussianpretrain/mmdet3d/core/evaluation/indoor_eval.py 8d35a41368d8dd47 ran Apache-2.0 (permissive)
Cluster-based Graph Collaborative Filtering 16 Apr 2024 zhao254014/clustergcf/ClusterGCF/utility/metrics.py ea02c0066939a02c ran no licence file found · pointer only
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training 9 Apr 2024 xiemk/mlc-pat/src_files/helper_functions/helper_functions.py f52b226226096fdd ran · fixture could not drive it fingerprinted no licence file found · pointer only
Negative Label Guided OOD Detection with Pretrained Vision-Language Models 29 Mar 2024 tmlr-group/NegLabel/mmcls/core/evaluation/mean_ap.py 84f39870fe2090bf ran fingerprinted Apache-2.0 (permissive)
Confidence Self-Calibration for Multi-Label Class-Incremental Learning 19 Mar 2024 Kaile-Du/CSC/CSC/evaluation_metrics.py f52b226226096fdd ran · fixture could not drive it fingerprinted no licence file found · pointer only
PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning 27 Feb 2024 hkuds/promptmm/codes/utility/metrics.py ea02c0066939a02c ran no licence file found · pointer only
User Consented Federated Recommender System Against Personalized Attribute Inference Attack 23 Dec 2023 hkust-knowcomp/uc-fedrec/utility/metric.py ea02c0066939a02c ran no licence file found · pointer only
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation 27 Nov 2023 windygoo/promptnucseg/prompter/eval_map.py 25b255590a9b6953 ran no licence file found · pointer only
Flow-Based Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection 3 Nov 2023 haibao-yu/ffnet-vic3d/mmdet3d/core/evaluation/indoor_eval.py 8d35a41368d8dd47 ran no licence file found · pointer only
LLMRec: Large Language Models with Graph Augmentation for Recommendation 1 Nov 2023 hkuds/llmrec/utility/metrics.py ea02c0066939a02c ran Apache-2.0 (permissive)
Referring Image Segmentation Using Text Supervision 28 Aug 2023 fawnliu/tris/IRNet/utils.py f52b226226096fdd ran · fixture could not drive it fingerprinted MIT (permissive)
Direct Preference Optimization: Your Language Model is Secretly a Reward Model 29 May 2023 kidist-amde/ddro-direct-document-relevance-optimization/src/utils/evaluate.py 99d26fdcc1af5b62 unverified Apache-2.0 (permissive)
Probing Conceptual Understanding of Large Visual-Language Models 7 Apr 2023 Maddy12/UnderstandingVisualTextModels/core/eval_context_understanding.py cca051584677b059 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Test of Time: Instilling Video-Language Models with a Sense of Time 5 Jan 2023 bpiyush/TestOfTime/package/evaluators/videoclip_action_retrieval.py deacd11293b2686f unverified MIT (permissive)
Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection 11 Oct 2022 cvmi-lab/fs3d/fs3d/core/evaluation/indoor_eval.py 8d35a41368d8dd47 ran Apache-2.0 (permissive)
Simple and Robust Loss Design for Multi-Label Learning with Missing Labels 13 Dec 2021 xinyu1205/robust-loss-mlml/src/helper_functions/helper_functions.py f52b226226096fdd ran · fixture could not drive it fingerprinted MIT (permissive)
Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection 9 Dec 2021 Xianpeng919/MonoCon/monocon/mmdet3d/core/evaluation/indoor_eval.py 8d35a41368d8dd47 ran no licence file found · pointer only
Contrastive Learning with Large Memory Bank and Negative Embedding Subtraction for Accurate Copy Detection 8 Dec 2021 lyakaap/isc21-descriptor-track-1st/scripts/eval_metrics.py 69627785d94085b0 ran · fixture could not drive it fingerprinted MIT (permissive)
ML-Decoder: Scalable and Versatile Classification Head 25 Nov 2021 alibaba-miil/ml_decoder/src_files/helper_functions/helper_functions.py f52b226226096fdd ran · fixture could not drive it fingerprinted MIT (permissive)
FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection 22 Apr 2021 konyul/mmdet3d/mmdet3d/core/evaluation/indoor_eval.py 8d35a41368d8dd47 ran Apache-2.0 (permissive)
Asymmetric Loss For Multi-Label Classification 29 Sep 2020 SlongLiu/ASL_reproduce/src/helper_functions/helper_functions.py f52b226226096fdd ran · fixture could not drive it fingerprinted MIT recorded; this copy not marked cleared · pointer only
Learning Feature Descriptors using Camera Pose Supervision 28 Apr 2020 qianqianwang68/caps/utils.py 26f04718282dc148 unverified MIT (permissive)
Neural Graph Collaborative Filtering 20 May 2019 immabe/NGCF_pytorch/NGCF/utility/metrics.py ea02c0066939a02c ran MIT (permissive)
KGAT: Knowledge Graph Attention Network for Recommendation 20 May 2019 zju-dbl/metakg/utility/metrics.py ea02c0066939a02c ran Apache-2.0 (permissive)
DeepSphere: towards an equivariant graph-based spherical CNN 8 Apr 2019 deepsphere/code-iclr20/experiments/climate/run_experiment_equiangular.py ff433f49d339c8a9 unverified MIT (permissive)
Passage Re-ranking with BERT 13 Jan 2019 nyu-dl/dl4marco-bert/metrics.py 45e8829b47e5a1b7 unverified BSD-3-Clause (permissive)
Variational Autoencoders for Collaborative Filtering 16 Feb 2018 amoussawi/recoder/recoder/metrics.py 4d7b97afc9598a02 unverified MIT (permissive)
Spherical CNNs 30 Jan 2018 Droxef/PDMdeepsphere/Experiments/Climate/run_experiment_equiangular.py ff433f49d339c8a9 unverified MIT (permissive)
ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17) 31 Aug 2017 bgshih/rctw17/eval_script/eval_task1.py e8f9bd061423c2b6 ran · fixture could not drive it fingerprinted no licence file found · pointer only
An embedded segmental K-means model for unsupervised segmentation and clustering of speech 23 Mar 2017 kamperh/bucktsong_eskmeans/downsample/samediff.py 9acae200c1954ee9 unverified MIT (permissive)
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces 23 Nov 2016 Dekakhrone/EEGNet/Utils/Metrics.py 5c9bcc29de0f7574 unverified MIT (permissive)
arXiv:ijcai2024_0291 vgeek-z/r2vmif/metric.py 9a691e51bf76c343 unverified MIT (permissive)
arXiv:Guo_Texts_as_Images_in_Prompt_Tuning_for_Multi-Label_Image_Recognition_CVPR_2023_paper guozix/TaI-DPT/ensemble_score.py f52b226226096fdd 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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