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cook_test

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

cook_test appears in the code Syntology harvested for 35 papers, as 18 distinct code bodies found in 53 places (a place is one code body under one paper). At least one of them ran in 23 of the papers; 4 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 cook_test 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 7 of the 18 distinct code bodies named cook_test; 11 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
6ran
11unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 53 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

35 papers shown of 35, newest first; 53 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; 3 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
A Tree-of-Thoughts Hybrid Approach for Legal Case Judgement Summarization using LLMs added by Syntology 2026-06 (from id) Yale-LILY/SummEval/evaluation/summ_eval/cider_utils.py 542ce8d78e319d1e ran fingerprinted MIT (permissive)
Graph4MM: Weaving Multimodal Learning with Structural Information added by Syntology 2025-10 (from id) YennNing/Graph4MM/wikiweb2m/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted no licence file found · pointer only
CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset 18 Nov 2024 meize0729/ccexpert/eval_func/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset 18 Nov 2024 meize0729/ccexpert/eval_func/bleu/bleu_scorer.py 019ae8bc6f98133f unverified Apache-2.0 (permissive)
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation 6 Oct 2024 div290/capeen/evaluation/bleu/bleu_scorer.py f5741ff28f6cb706 ran no licence file found · pointer only
RSCaMa: Remote Sensing Image Change Captioning with State Space Model 29 Apr 2024 chen-yang-liu/rscama/eval_func/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted no licence file found · pointer only
RSCaMa: Remote Sensing Image Change Captioning with State Space Model 29 Apr 2024 chen-yang-liu/rscama/eval_func/bleu/bleu_scorer.py 019ae8bc6f98133f unverified no licence file found · pointer only
RSMamba: Remote Sensing Image Classification with State Space Model 28 Mar 2024 chen-yang-liu/change-agent/Multi_change/eval_func/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted MIT (permissive)
RSMamba: Remote Sensing Image Classification with State Space Model 28 Mar 2024 chen-yang-liu/change-agent/Multi_change/eval_func/bleu/bleu_scorer.py 019ae8bc6f98133f unverified MIT (permissive)
ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds 2024-03 (from id) gljs/aces/evaluation/coco_caption/pycocoevalcap/bleu/bleu_scorer.py e1dd2bb001729dde ran MIT (permissive)
ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds 2024-03 (from id) gljs/aces/evaluation/coco_caption/pycocoevalcap/cider/cider_scorer.py 486bccc796451075 ran fingerprinted MIT (permissive)
B-AVIBench: Towards Evaluating the Robustness of Large Vision-Language Model on Black-box Adversarial Visual-Instructions 14 Mar 2024 zhanghao5201/b-avibench/image_attack_tool/models/cider.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted no licence file found · pointer only
ImgTrojan: Jailbreaking Vision-Language Models with ONE Image 5 Mar 2024 xijia-tao/imgtrojan/evaluation/caption_accur_metric/script/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted no licence file found · pointer only
Multimodal Graph Learning for Generative Tasks 11 Oct 2023 minjiyoon/mmgl/wikiweb2m/cider/cider_scorer.py 0db0e2e4e358b00e ran fingerprinted no licence file found · pointer only
R2GenGPT: Radiology Report Generation with Frozen LLMs 18 Sep 2023 wang-zhanyu/r2gengpt/evalcap/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted BSD-3-Clause (permissive)
R2GenGPT: Radiology Report Generation with Frozen LLMs 18 Sep 2023 wang-zhanyu/r2gengpt/evalcap/bleu/bleu_scorer.py 7ac8f8f3cb7d5bc6 ran BSD-3-Clause (permissive)
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 29 May 2023 TXH-mercury/VALOR/scorer/bleu_scorer.py fb961e80ca3db085 unverified MIT (permissive)
Multimedia Generative Script Learning for Task Planning 25 Aug 2022 EagleW/Multimedia-Generative-Script-Learning-for-Task-Planning/bleu/bleu_scorer.py 7ee8aa480d13ee01 unverified MIT (permissive)
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling 23 Nov 2021 microsoft/UniTAB/cococapeval/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted MIT (permissive)
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling 23 Nov 2021 microsoft/UniTAB/cococapeval/bleu/bleu_scorer.py 99e54843980299e2 unverified MIT (permissive)
CodeQA: A Question Answering Dataset for Source Code Comprehension 17 Sep 2021 jadecxliu/codeqa/codeBERT/code/eval/bleu/bleu_scorer.py 019ae8bc6f98133f unverified MIT (permissive)
Towards Diverse Paragraph Captioning for Untrimmed Videos 30 May 2021 syuqings/video-paragraph/cap_eval/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted MIT (permissive)
Towards Diverse Paragraph Captioning for Untrimmed Videos 30 May 2021 syuqings/video-paragraph/cap_eval/bleu/bleu_scorer.py ed1b5dfbcf00658a unverified MIT (permissive)
Comprehensive Image Captioning via Scene Graph Decomposition 23 Jul 2020 yiwuzhong/sub-gc/misc/diversity/bleu_scorer.py efa004f9940cb5c8 unverified MIT (permissive)
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs 28 May 2020 seanie12/Info-HCVAE/vae/qgevalcap/cider/cider_scorer.py 90a4bcbf05586ff3 unverified Apache-2.0 (permissive)
CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT 20 Apr 2020 wjhou/recap/pycocoevalcap/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT 20 Apr 2020 wjhou/recap/pycocoevalcap/bleu/bleu_scorer.py bc5342cb883ef9da unverified Apache-2.0 (permissive)
Meshed-Memory Transformer for Image Captioning 17 Dec 2019 aimagelab/meshed-memory-transformer/evaluation/bleu/bleu_scorer.py f5741ff28f6cb706 ran BSD-3-Clause (permissive)
Meshed-Memory Transformer for Image Captioning 17 Dec 2019 aimagelab/meshed-memory-transformer/evaluation/cider/cider_scorer.py 7cb89de9e327ddab unverified BSD-3-Clause (permissive)
Abductive Commonsense Reasoning 15 Aug 2019 seungonekim/abductive-commonsense-reasoning/anlg/evaluation/bleu/bleu_scorer.py 9c09fbe68477f787 unverified Apache-2.0 (permissive)
Multi-Task Deep Neural Networks for Natural Language Understanding 31 Jan 2019 xycforgithub/MultiTask-MRC/my_utils/bleu_scorer.py 019ae8bc6f98133f unverified BSD-3-Clause (permissive)
Describing a Knowledge Base 6 Sep 2018 EagleW/Describing_a_Knowledge_Base/pycocoevalcap/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted MIT (permissive)
Describing a Knowledge Base 6 Sep 2018 EagleW/Describing_a_Knowledge_Base/pycocoevalcap/bleu/bleu_scorer.py 7ee8aa480d13ee01 unverified MIT (permissive)
Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator 3 Jun 2018 dev-chauhan/PQG-pytorch/pycocoevalcap/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted MIT (permissive)
Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator 3 Jun 2018 vinodkkurmi/PQG/coco-caption/pycocoevalcap/cider/cider_scorer.py 90a4bcbf05586ff3 unverified MIT (permissive)
Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator 3 Jun 2018 dev-chauhan/PQG-pytorch/pycocoevalcap/bleu/bleu_scorer.py 99e54843980299e2 unverified MIT (permissive)
Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types 19 Feb 2018 NAACL2018Anonymous/submission/evaluator/cider/cider_scorer.py 90a4bcbf05586ff3 unverified MIT (permissive)
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model 29 Nov 2016 chenxy99/ANOC/evaluation/bleu/bleu_scorer.py f5741ff28f6cb706 ran MIT (permissive)
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model 29 Nov 2016 chenxy99/ANOC/evaluation/cider/cider_scorer.py 7cb89de9e327ddab unverified MIT (permissive)
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset 28 Nov 2016 microsoft/MSMARCO-Question-Answering/Evaluation/bleu_scorer.py 019ae8bc6f98133f unverified MIT (permissive)
Modeling Context in Referring Expressions 31 Jul 2016 lichengunc/refer/evaluation/cider/cider_scorer.py 90a4bcbf05586ff3 unverified Apache-2.0 (permissive)
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems 30 Jun 2015 yangliuy/HybridNCM/generation/pycocoevalcap/cider/cider_scorer.py 90a4bcbf05586ff3 unverified Apache-2.0 (permissive)
YFCC100M: The New Data in Multimedia Research 2015-03 (from id) cesc-park/attend2u/utils/pycocoevalcap/cider/cider_scorer.py 90a4bcbf05586ff3 unverified MIT (permissive)
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention 10 Feb 2015 coldmanck/show-attend-and-tell/utils/coco/pycocoevalcap/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted MIT (permissive)
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention 10 Feb 2015 DeepRNN/image_captioning/utils/coco/pycocoevalcap/cider/cider_scorer.py 90a4bcbf05586ff3 unverified MIT (permissive)
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention 10 Feb 2015 coldmanck/show-attend-and-tell/utils/coco/pycocoevalcap/bleu/bleu_scorer.py 99e54843980299e2 unverified MIT (permissive)
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention 10 Feb 2015 maxy0524/image_captioning/utils/coco/pycocoevalcap/bleu/bleu_scorer.py 2ac8c35153e01ef8 unverified MIT (permissive)
CIDEr: Consensus-based Image Description Evaluation 20 Nov 2014 wenhuchen/data-to-text-evaluation-metric/pycocoevalcap/cider/cider.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted licence not identified · pointer only
CIDEr: Consensus-based Image Description Evaluation 20 Nov 2014 vrama91/coco-caption/pycocoevalcap/cider/cider.py 90a4bcbf05586ff3 unverified licence not identified · pointer only
arXiv:ijcai2022_0224 zchoi/S2-Transformer/evaluation/bleu/bleu_scorer.py f5741ff28f6cb706 ran MIT (permissive)
arXiv:aaai_32596 TengfeiLiu966/HC-LLM/pycocoevalcap/cider/cider_scorer.py 3573c4bc85f65dfd ran · our draft was wrong fingerprinted BSD-3-Clause (permissive)
arXiv:aaai_32596 TengfeiLiu966/HC-LLM/pycocoevalcap/bleu/bleu_scorer.py bc5342cb883ef9da unverified BSD-3-Clause (permissive)
arXiv:2023.findings-acl.805 iesl/Softmax-CPR/src/summarization/cider.py 3573c4bc85f65dfd ran · our draft was wrong 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