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metric_max_over_ground_truths

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

metric_max_over_ground_truths appears in the code Syntology harvested for 12 papers, as 4 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 0 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 metric_max_over_ground_truths 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 1 of the 4 distinct code bodies named metric_max_over_ground_truths; 3 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
0ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 12 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

12 papers shown of 12, newest first; 12 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 1 papers added by Syntology; 1 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
WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering added by Syntology 2026-04 (from id) zhuyjan/WikiSeeker/utils/infoseek_evaluation_utils.py 921382b550348607 unverified Apache-2.0 (permissive)
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage? 26 Jun 2025 Haoang97/CausalProbe-2024/metrics.py 6829ceb72569fa12 ran · our draft was wrong no licence file found · pointer only
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities 17 Jun 2024 allen-li1231/refiner-rag/metrics.py 6829ceb72569fa12 ran · our draft was wrong CC-BY-4.0 · pointer only
Analysing The Impact of Sequence Composition on Language Model Pre-Training 21 Feb 2024 yuzhaouoe/pretraining-data-packing/evaluation/eval_utils.py 6829ceb72569fa12 ran · our draft was wrong MIT (permissive)
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation 5 Feb 2024 allen-li1231/treehop-rag/metrics.py 6829ceb72569fa12 ran · our draft was wrong MIT (permissive)
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection 17 Oct 2023 AkariAsai/self-rag/retrieval_lm/metrics.py 6829ceb72569fa12 ran · our draft was wrong MIT (permissive)
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs 3 May 2023 fengbinzhu/doc2soargraph/tatqa_metric.py 03692148eacb9928 unverified MIT (permissive)
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? 23 Feb 2023 edchengg/infoseek_eval/infoseek_eval.py 921382b550348607 unverified MIT (permissive)
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation 19 Oct 2022 identical code first harvested elsewhere 6829ceb72569fa12 ran · our draft was wrong licence of this copy not recorded
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance 17 May 2021 NExTplusplus/TAT-QA/tatqa_metric.py 03692148eacb9928 unverified MIT (permissive)
Cross-Task Generalization via Natural Language Crowdsourcing Instructions 18 Apr 2021 allenai/natural-instructions-v1/src/evaluation.py 6829ceb72569fa12 ran · our draft was wrong Apache-2.0 (permissive)
arXiv:aaai_34690 ZongyueQin/DSBD/sampling/utils.py 75706fc9216378b9 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