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recall

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

recall appears in the code Syntology harvested for 38 papers, as 34 distinct code bodies found in 40 places (a place is one code body under one paper). At least one of them ran in 23 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 recall 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 18 of the 34 distinct code bodies named recall; 16 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
2ran · fixture could not drive it
12ran
16unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 40 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; 40 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. 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
Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training added by Syntology 2025-11 (from id) griver/Q-RAG/eval_llm_openqa.py 61e13a17611a99fc ran · honoured contract fingerprinted no licence file found · pointer only
Generative Annotation for ASR Named Entity Correction added by Syntology 2025-08 (from id) Amiannn/Dancer/error_analysis/score.py aac179a2266cc0a7 unverified no licence file found · pointer only
Revisiting Adversarial Patch Defenses on Object Detectors: Unified Evaluation, Large-Scale Dataset, and New Insights added by Syntology 2025-08 (from id) Gandolfczjh/APDE/defense/SegmentAndComplete/dice_loss.py ea148596b9de2135 unverified no licence file found · pointer only
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation 27 Feb 2025 NJUNLP/njuqe/njuqe/utils.py a10d395718b0825a unverified MIT (permissive)
APEX$^2$: Adaptive and Extreme Summarization for Personalized Knowledge Graphs 23 Dec 2024 iDEA-iSAIL-Lab-UIUC/APEX/code/src/metrics.py 0e2103a8ddc3def1 unverified MIT (permissive)
Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach 16 Aug 2024 mtics/feddae/utils/evaluation.py 6c3b09729628ac91 ran no licence file found · pointer only
Breaking the Frame: Visual Place Recognition by Overlap Prediction 23 Jun 2024 weitong8591/vop/evaluate_utils.py 04265c8b442a577a ran no licence file found · pointer only
EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration 20 Jun 2024 yewzz/EAGER/EAGER/train_din.py 61f08da1a0a17b25 ran no licence file found · pointer only
Long Code Arena: a Set of Benchmarks for Long-Context Code Models 17 Jun 2024 jetbrains-research/lca-baselines/bug_localization/src/baselines/metrics/quality_metrics.py 55ad0889b7e67762 ran MIT (permissive)
Linking In-context Learning in Transformers to Human Episodic Memory 23 May 2024 corxyz/icl-cmr/src/est_cmr_crp.py f1a1d41252470dbe ran · our draft was wrong fingerprinted MIT (permissive)
Cluster-based Graph Collaborative Filtering 16 Apr 2024 zhao254014/clustergcf/ClusterGCF/utility/metrics.py 4437293713f250ee ran no licence file found · pointer only
A Review and Efficient Implementation of Scene Graph Generation Metrics 15 Apr 2024 lorjul/sgbench/sgbench/metrics.py 556c61c865e34ffd ran · fixture could not drive it fingerprinted MIT (permissive)
A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation 20 Mar 2024 rucaibox/lsvcr/metrics.py bf89d1a257028cd8 ran 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 4437293713f250ee ran no licence file found · pointer only
Query Augmentation by Decoding Semantics from Brain Signals 24 Feb 2024 yeziyi1998/brain-query-augmentation/ict/model_utils/evaluation.py 71fbeaecfc7e45e7 ran MIT (permissive)
Efficient Causal Graph Discovery Using Large Language Models 2 Feb 2024 superkaiba/causal-llm-bfs/algs/llm/utils.py 4e1ec21825865428 ran fingerprinted no licence file found · pointer only
Efficient Causal Graph Discovery Using Large Language Models 2 Feb 2024 superkaiba/causal-llm-bfs/metrics.py 99eaef19e981c387 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 4437293713f250ee ran no licence file found · pointer only
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning 21 Dec 2023 cambridgeltl/ensembled-sicl/utils/evaluator.py 9826727515a93869 ran no licence file found · pointer only
Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models 27 Nov 2023 aimagelab/safe-clip/training/recall_computation.py add3477ef19c6b53 unverified no licence file found · pointer only
LLMRec: Large Language Models with Graph Augmentation for Recommendation 1 Nov 2023 hkuds/llmrec/utility/metrics.py 4437293713f250ee ran Apache-2.0 (permissive)
Robust Collaborative Filtering to Popularity Distribution Shift 16 Oct 2023 anzhang314/popgo/evaluator/backend/python/metric.py 7692d48a579a8d34 ran no licence file found · pointer only
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering 29 Sep 2023 LinWeizheDragon/Retrieval-Augmented-Visual-Question-Answering/src/utils/retrieval_metrics.py 4437293713f250ee ran GPL-3.0 (copyleft) · pointer only
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases 27 Aug 2023 openmatch/taste/utils/rec_metrics.py e166c3190ddf3b38 ran fingerprinted MIT (permissive)
Towards Principled User-side Recommender Systems 21 Aug 2022 joisino/consul/evaluate.py 270b9fb5d91ad8a7 ran · honoured contract fingerprinted MIT (permissive)
Drug-Target Interaction Prediction with Graph Attention networks 10 Jul 2021 Haiyang-W/DTI-GRAPH/utils.py aed8427f22276bff unverified MIT (permissive)
Meta-Consolidation for Continual Learning 1 Oct 2020 JosephKJ/merlin/lib/consolidate.py 8116d3e7e4ec6a28 unverified no licence file found · pointer only
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition 15 Aug 2020 kakaoenterprise/BroadFace/utils/common.py 9368a76a65dc3c90 unverified Apache-2.0 (permissive)
BERTology Meets Biology: Interpreting Attention in Protein Language Models 26 Jun 2020 salesforce/provis/protein_attention/probing/metrics.py e1d01aeb8e5112aa ran · fixture could not drive it licence not identified · pointer only
Temporal Graph Networks for Deep Learning on Dynamic Graphs 18 Jun 2020 wyd1502/DGNN/evaluation.py 4d2b9553dedc1537 ran · our draft was wrong fingerprinted MIT (permissive)
AxCell: Automatic Extraction of Results from Machine Learning Papers 29 Apr 2020 paperswithcode/axcell/axcell/helpers/evaluate.py f02f73aa554eecb3 unverified Apache-2.0 (permissive)
A Unified MRC Framework for Named Entity Recognition 25 Oct 2019 RohanSaxena14/mrc-for-flat-nested-ner-in-tensoflow/trainer.py adc2b70193ffdf11 unverified MIT (permissive)
Neural Graph Collaborative Filtering 20 May 2019 immabe/NGCF_pytorch/NGCF/utility/metrics.py 4437293713f250ee ran MIT (permissive)
KGAT: Knowledge Graph Attention Network for Recommendation 20 May 2019 zju-dbl/metakg/utility/metrics.py 4437293713f250ee ran Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 haydlite/sparse-bert-ner/old_version/tf_metrics.py edc87736fbab8af0 unverified MIT (permissive)
Deep Randomized Ensembles for Metric Learning 13 Aug 2018 littleredxh/DREML/_code/Utils.py e4db923bafa25005 unverified no licence file found · pointer only
Variational Autoencoders for Collaborative Filtering 16 Feb 2018 amoussawi/recoder/recoder/metrics.py 2af77108d5dda3c6 unverified MIT (permissive)
Variational Autoencoders for Collaborative Filtering 16 Feb 2018 mkfilipiuk/VAE-CF/vae/metrics/recall.py f65fb0842e61d96e unverified Apache-2.0 (permissive)
Mask R-CNN 20 Mar 2017 AKASH2907/bird-species-classification/evaluate.py 87da8aaee2f03982 unverified MIT (permissive)
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback 6 Oct 2015 ialab-puc/CuratorNet/src/MetricsUtils.py 5be651833f773d2a 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