AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design
Paper • 2608.13560 • Published • 38
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[
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[
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[
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[
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[
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[
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[
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[
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[
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"Renaud Lambiotte",
"Etienne Lefebvre"
] | 2008-fast-unfolding-of-communities-in-large-networks | physics_astronomy | manual_access_required | 7765151a1c6556a6e24623bcced75f2c6ac04093b8e27ba8df50bc8f2ecb5577 | physics_astronomy/2008-fast-unfolding-of-communities-in-large-networks | {
"arxiv": "0803.0476",
"doi": null,
"openalex": null
} | https://arxiv.org/abs/0803.0476v2 | null | null | 1 | Fast unfolding of communities in large networks | 2,008 |
[
"P. Giannozzi",
"S. Baroni",
"N. Bonini",
"M. Calandra",
"R. Car",
"C. Cavazzoni",
"D. Ceresoli",
"G. L. Chiarotti",
"m. Cococcioni",
"I. Dabo",
"A. Dal Corso",
"S. Fabris",
"G. Fratesi",
"S. de Gironcoli",
"R. Gebauer",
"U. Gerstmann",
"C. Gougoussis",
"A. Kokalj",
"M. Lazzeri",... | 2009-quantum-espresso-a-modular-and-open-source-software-project-for-quantum-simulations-of | physics_astronomy | manual_access_required | ef4d58088ab681af8f9342102ed5462486dcd5bc98232f666651b3aa35d746d9 | physics_astronomy/2009-quantum-espresso-a-modular-and-open-source-software-project-for-quantum-simulations-of | {
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"doi": null,
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} | https://arxiv.org/abs/0906.2569v2 | null | null | 1 | Quantum ESPRESSO: a modular and open-source software project for quantum simulations of materials | 2,009 |
[
"M. Z. Hasan",
"C. L. Kane"
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} | https://arxiv.org/abs/1002.3895v2 | null | null | 1 | Topological Insulators | 2,010 |
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"Xiao-Liang Qi",
"Shou-Cheng Zhang"
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"D. Beavis",
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"S. Blyth",
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"R. L. Brown",
"B. Cai",
"G. F. Cao",
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"R. Carr",
"W. T. Chan",
"J. F. Chang",
"Y. Chang",
"C. Chasman",
"H. S. Chen",
"H. Y. Chen",
"S. J. Ch... | 2012-first-measurement-of-theta13-from-daya-bay | physics_astronomy | manual_access_required | 813ba0027c570955088fd760a23988e4f4e268c0b4dd74e8b0a06d8c3fbcc083 | physics_astronomy/2012-first-measurement-of-theta13-from-daya-bay | {
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" The CMS Collaboration"
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"M. P. van Haarlem",
"M. W. Wise",
"A. W. Gunst",
"G. Heald",
"J. P. McKean",
"J. W. T. Hessels",
"A. G. de Bruyn",
"R. Nijboer",
"J. Swinbank",
"R. A. Fallows",
"M. A. Brentjens",
"A. Nelles",
"R. Beck",
"H. Falcke",
"R. P. Fender",
"J.R. Hörandel",
"L. V. E. Koopmans",
"G. Mann",... | 2013-lofar-the-low-frequency-array | physics_astronomy | manual_access_required | 178353f50b9ac37e4c8653716ecea4905983a1f9862760467b53465e0f49fae4 | physics_astronomy/2013-lofar-the-low-frequency-array | {
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} | https://doi.org/10.1051/0004-6361/201220873 | null | null | 1 | LOFAR: The LOw-Frequency ARray | 2,013 |
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"P. A. R Ade",
"R. W. Aikin",
"D. Barkats",
"S. J. Benton",
"C. A. Bischoff",
"J. J. Bock",
"J. A. Brevik",
"I. Buder",
"E. Bullock",
"C. D. Dowell",
"L. Duband",
"J. P. Filippini",
"S. Fliescher",
"S. R. Golwala",
"M. Halpern",
"M. Hasselfield",
"S. R. Hildebrandt",
"G. C. Hilton"... | 2014-detection-of-b-mode-polarization-at-degree-angular-scales-by-bicep2 | physics_astronomy | manual_access_required | 9d46224e945b19fa303350790e1cd112e0f4573a9eb345277da3cdb827ffa4b9 | physics_astronomy/2014-detection-of-b-mode-polarization-at-degree-angular-scales-by-bicep2 | {
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"Mark Vogelsberger",
"Shy Genel",
"Volker Springel",
"Paul Torrey",
"Debora Sijacki",
"Dandan Xu",
"Gregory F. Snyder",
"Dylan Nelson",
"Lars Hernquist"
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} | https://arxiv.org/abs/1405.2921v2 | null | null | 1 | Introducing the Illustris Project: Simulating the coevolution of dark and visible matter in the Universe | 2,014 |
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"B. P. Abbott",
"R. Abbott",
"T. D. Abbott",
"M. R. Abernathy",
"F. Acernese",
"K. Ackley",
"C. Adams",
"T. Adams",
"P. Addesso",
"R. X. Adhikari",
"V. B. Adya",
"C. Affeldt",
"M. Agathos",
"K. Agatsuma",
"N. Aggarwal",
"O. D. Aguiar",
"L. Aiello",
"A. Ain",
"P. Ajith",
"B. All... | 2016-observation-of-gravitational-waves-from-a-binary-black-hole-merger | physics_astronomy | manual_access_required | e5e864c23d015b69be17e5b5d51b5b462d2829353a867513414b6728f54589c4 | physics_astronomy/2016-observation-of-gravitational-waves-from-a-binary-black-hole-merger | {
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" Planck Collaboration",
"N. Aghanim",
"Y. Akrami",
"M. Ashdown",
"J. Aumont",
"C. Baccigalupi",
"M. Ballardini",
"A. J. Banday",
"R. B. Barreiro",
"N. Bartolo",
"S. Basak",
"R. Battye",
"K. Benabed",
"J. -P. Bernard",
"M. Bersanelli",
"P. Bielewicz",
"J. J. Bock",
"J. R. Bond",
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[
"Kazunori Akiyama",
"A. Alberdi",
"W. Alef",
"Keiichi Asada",
"Rebecca Azulay",
"Anne-Kathrin Baczko",
"David Ball",
"Mislav Baloković",
"John Barrett",
"Dan Bintley",
"Lindy Blackburn",
"W. Boland",
"Katherine L. Bouman",
"Geoffrey C. Bower",
"Michael Bremer",
"Christiaan D. Brinkerin... | 2019-first-m87-event-horizon-telescope-results-i-the-shadow-of-the-supermassive-black-hole | physics_astronomy | manual_access_required | be6604770bb0d0a6c2a81071518e89d5bc2f9b460f91390518804e0a1f454472 | physics_astronomy/2019-first-m87-event-horizon-telescope-results-i-the-shadow-of-the-supermassive-black-hole | {
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"F. Acernese",
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"N. Aggarwal",
"O. D. Aguiar",
"L. Aiello",
"A. Ain",
"P. Ajith",
"B. Allen",
"A. Allocca",
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PosterBench
PosterBench is a 100-paper, image-native benchmark for academic poster generation introduced in AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design.
This Hugging Face release is metadata only. It does not host or redistribute the underlying paper PDFs, full text, abstracts, figures, tables, or thumbnails. Each row identifies the exact benchmark paper version and records the official landing page, access policy, license information where available, and expected SHA-256.
Load
from datasets import load_dataset
dataset = load_dataset("YaxinLuo/PosterBench", split="test")
For the fixed 10-paper development subset, use
YaxinLuo/PosterBench-mini.
Dataset structure
The dataset contains 100 rows: 20 papers from each of five disciplines.
id: stablediscipline/case_ididentifierdiscipline: benchmark disciplinecase_id: stable case identifiertitle,authors,year: bibliographic metadataidentifiers: DOI, arXiv, and OpenAlex identifiers where availablelanding_url: official landing pagedownload_policy:open_accessormanual_access_requiredpdf_url: present only when the exact version has an approved Creative Commons or public-domain licenselicense_url: license for that exact paper version, when verifiedexpected_sha256: SHA-256 of the exact version used by the benchmarkschema_version: manifest schema version
The benchmark downloader automatically downloads only records with an HTTPS PDF URL, an approved Creative Commons or public-domain license, and an exact hash match. All other records require users to obtain the paper independently through a lawful source available to them.
License and rights boundary
The MIT license for this repository applies only to the PosterBench metadata, benchmark-specific annotations, and documentation authored by the AutoDesign project. It does not apply to or grant any rights in the underlying papers or their contents. Each paper remains subject to its own copyright and license. Users are responsible for confirming that their access and use are lawful.
Source and reproducibility
Please cite the AutoDesign paper when using PosterBench.
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