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benchmark

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

benchmark appears in the code Syntology harvested for 19 papers, as 19 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 5 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 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 5 of the 19 distinct code bodies named benchmark; 14 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
1ran · fixture could not drive it
3ran
14unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 20 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

19 papers shown of 19, newest first; 20 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. 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
Graphic-Design-Bench: A Comprehensive Benchmark for Evaluating AI on Graphic Design Tasks added by Syntology 2026-04 (from id) purvanshi-lica/lica-bench/src/design_benchmarks/base.py fad64c10e9cfb2d0 unverified licence not identified · pointer only
Deconstructing equivariant representations in molecular systems 10 Oct 2024 IntelLabs/EquiTriton/src/equitriton/benchmark.py d6908997456703d6 ran Apache-2.0 (permissive)
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps 10 Oct 2024 umair-nasir14/game-traversal-benchmark/gtb/gtbench.py e29c7994358b3427 unverified Apache-2.0 (permissive)
MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models 21 Aug 2024 ist-daslab/sparse-marlin/bench_2_4.py f7a0c2b4b3e78765 ran · fixture could not drive it Apache-2.0 (permissive)
Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applications 9 Aug 2024 minnervva/correctness/codes/test-suite/scaffold.py 39e71e53f18485c7 unverified no licence file found · pointer only
Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applications 9 Aug 2024 minnervva/correctness/codes/test-suite/.ipynb_checkpoints/scaffold-checkpoint.py 617854884f5a9e34 unverified no licence file found · pointer only
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers 14 Jun 2024 tue-mps/algm-segmenter/algm/algm/utils.py eaef07a98678e866 unverified licence not identified · pointer only
Learned radio interferometric imaging for varying visibility coverage 14 May 2024 astro-informatics/leia/src/benchmark.py 1af9166732c94e2a ran no licence file found · pointer only
Neural Graph Map: Dense Mapping with Efficient Loop Closure Integration 6 May 2024 kth-rpl/neural_graph_mapping/src/neural_graph_mapping/utils.py 2554d294968c8675 unverified MIT (permissive)
Fairness in Serving Large Language Models 31 Dec 2023 s-lora/s-lora/benchmarks/run_exp.py 6e238d2d144eed9b ran Apache-2.0 (permissive)
Higher-Order Equivariant Neural Networks for Charge Density Prediction in Materials 8 Dec 2023 teddykoker/e3nn.c/extra/benchmark_python.py 1fbb35c3cdd6e9db unverified MIT (permissive)
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding 29 Oct 2023 renshuhuai-andy/testa/testa/utils.py eaef07a98678e866 unverified MIT (permissive)
FFCV: Accelerating Training by Removing Data Bottlenecks 21 Jun 2023 libffcv/ffcv/ffcv/benchmarks/decorator.py fa27dedd4c856c14 unverified Apache-2.0 (permissive)
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles 1 Jun 2023 facebookresearch/hiera/hiera/benchmarking.py b160eae20550159c unverified Apache-2.0 (permissive)
Foundation Transformers 12 Oct 2022 fkodom/dilated-attention-pytorch/benchmark.py 36a98ee3c7774373 unverified MIT (permissive)
Unrolled Primal-Dual Networks for Lensless Cameras 8 Mar 2022 oliland/lensless-primal-dual/experiment.py 107a9ffd3182f853 ran · our draft was wrong no licence file found · pointer only
Benchmarking the Linear Algebra Awareness of TensorFlow and PyTorch 20 Feb 2022 chrispsa/lamp_benchmark/python/numpy/benchmarker.py 5f6adb6e03177270 unverified BSD-3-Clause (permissive)
MadMiner: Machine learning-based inference for particle physics 24 Jul 2019 aghoshpub/LikelihoodFreeInterference/madminer/sampling.py 8e6678d029a7aa7f unverified MIT (permissive)
Fast and scalable Gaussian process modeling with applications to astronomical time series 2017-03 (from id) dfm/celerite/celerite/timer.py 89742dd28562c866 unverified MIT (permissive)
Improved Simulation of Stabilizer Circuits quantumlib/stim/src/stim/circuit/circuit_pybind_perf.py 1205728b447c787a 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