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run_benchmark

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

run_benchmark appears in the code Syntology harvested for 11 papers, as 11 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 4 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 run_benchmark 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 4 of the 11 distinct code bodies named run_benchmark; 7 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
3ran
7unverified
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

11 papers shown of 11, 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 2 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
Demonstrating GenDB: Instance-Optimized and Customized Query Processing Code Generation via LLM Agents added by Syntology 2026-07 (from id) SolidLao/GenDB/benchmarks/compare_gendb_versions.py a72bb96a49b6e674 ran Apache-2.0 (permissive)
Demonstrating GenDB: Instance-Optimized and Customized Query Processing Code Generation via LLM Agents added by Syntology 2026-07 (from id) SolidLao/GenDB/benchmarks/compare_languages.py b6b1221fe542202c ran Apache-2.0 (permissive)
Spectrally Deconfounded Gradient Boosting added by Syntology 2026-07 (from id) fabsig/GPBoost/external_libs/compute/perf/perf.py 603210f99dc97740 ran licence not identified · pointer only
Kinetics: Rethinking Test-Time Scaling Laws 5 Jun 2025 infini-ai-lab/kinetics/benchmark/blocktopk.py dfaeb291c6e3d5a3 ran · our draft was wrong no licence file found · pointer only
arXiv:2506.01360 2025-06 (from id) chlehdwon/RDB2G-Bench/rdb2g_bench/benchmark/bench_runner.py e6b2981fb895ac29 unverified MIT (permissive)
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention 16 Feb 2025 microsoft/seerattention/eval/efficiency/benchmark_sparse_attn.py 046184b390b18314 unverified MIT (permissive)
Benchopt: Reproducible, efficient and collaborative optimization benchmarks 27 Jun 2022 benchopt/benchopt/benchopt/runner.py 7143d36d09390525 unverified BSD-3-Clause (permissive)
MT-GBM: A Multi-Task Gradient Boosting Machine with Shared Decision Trees 17 Jan 2022 antmachineintelligence/mtgbmcode/compute/perf/perf.py 603210f99dc97740 ran MIT recorded; this copy not marked cleared · pointer only
DACBench: A Benchmark Library for Dynamic Algorithm Configuration 18 May 2021 automl/DACBench/dacbench/runner.py 34e849e141cb91d1 unverified Apache-2.0 (permissive)
A high-bias, low-variance introduction to Machine Learning for physicists 23 Mar 2018 alexandreday/fast_density_clustering/benchmarks/benchmark_rust_vs_python.py 1b865279c9fa6b21 unverified BSD-3-Clause (permissive)
Speech Recognition with Deep Recurrent Neural Networks 22 Mar 2013 1ytic/warp-rnnt/pytorch_binding/benchmark.py 4c403a94d4f70757 unverified MIT (permissive)
arXiv:2025.acl-long.191 UKPLab/acl2025-diverse-cot/evaluation.py 5c072a2b08f9a815 unverified 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