AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design
Paper • 2608.13560 • Published • 39
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"Ashish Vaswani",
"Noam Shazeer",
"Niki Parmar",
"Jakob Uszkoreit",
"Llion Jones",
"Aidan N. Gomez",
"Lukasz Kaiser",
"Illia Polosukhin"
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} | https://arxiv.org/abs/1706.03762v7 | null | null | 1 | Attention Is All You Need | 2,017 |
[
"Ben Mildenhall",
"Pratul P. Srinivasan",
"Matthew Tancik",
"Jonathan T. Barron",
"Ravi Ramamoorthi",
"Ren Ng"
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} | https://arxiv.org/abs/2003.08934v2 | null | null | 1 | NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis | 2,020 |
[
"Alistair E. W. Johnson",
"Tom Pollard",
"Lu Shen",
"Li-wei H. Lehman",
"Mengling Feng",
"Mohammad M. Ghassemi",
"Benjamin Moody",
"Peter Szolovits",
"Leo Anthony Celi",
"Roger G. Mark"
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[
"Theo Vos",
"Stephen S Lim",
"Cristiana Abbafati",
"Kaja Abbas",
"Mohammad Abbasi",
"Mitra Abbasifard",
"Mohsen Abbasi‐Kangevari",
"Hedayat Abbastabar",
"Foad Abd-Allah",
"Ahmed Abdelalim",
"Mohammad Abdollahı",
"Ibrahim Abdollahpour",
"Hassan Abolhassani",
"Victor Aboyans",
"Elissa M. A... | 2020-global-burden-of-369-diseases-and-injuries-in-204-countries-and-territories-1990-2019 | biomed_health | manual_access_required | a5326d3dea6a18c2b409130217a17a1b43995078fd5b2e56b4d85af5177ba3fa | biomed_health/2020-global-burden-of-369-diseases-and-injuries-in-204-countries-and-territories-1990-2019 | {
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"doi": "10.1016/S0140-6736(20)30925-9",
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} | https://doi.org/10.1016/s0140-6736(20)30925-9 | null | null | 1 | Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019 | 2,020 |
[
"Pierre Friedlingstein",
"Michael O’Sullivan",
"Matthew W. Jones",
"Robbie M. Andrew",
"Judith Hauck",
"Are Olsen",
"Glen P. Peters",
"Wouter Peters",
"Julia Pongratz",
"Stephen Sitch",
"Corinne Le Quéré",
"Josep G. Canadell",
"Philippe Ciais",
"Robert B. Jackson",
"Simone R. Alin",
"L... | 2020-global-carbon-budget-2020 | climate_earth_environment | open_access | d8384223eca56528fa129b795abb2fdf35fcc605142396437d2c7005df16bcf2 | climate_earth_environment/2020-global-carbon-budget-2020 | {
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"Pierre Friedlingstein",
"Michael O’Sullivan",
"Matthew W. Jones",
"Robbie M. Andrew",
"Dorothée C. E. Bakker",
"Judith Hauck",
"Peter Landschützer",
"Corinne Le Quéré",
"Ingrid T. Luijkx",
"Glen P. Peters",
"Wouter Peters",
"Julia Pongratz",
"Clemens Schwingshackl",
"Stephen Sitch",
"Jo... | 2023-global-carbon-budget-2023 | climate_earth_environment | manual_access_required | c840b542c49131944693af9f08f1806777a89fa3e02d9102af511a8b4cb89e4b | climate_earth_environment/2023-global-carbon-budget-2023 | {
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[
"César A. Hidalgo",
"Ricardo Hausmann"
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[
"David Autor",
"David Dorn",
"Lawrence F. Katz",
"Christina Patterson",
"John Van Reenen"
] | 2020-the-fall-of-the-labor-share-and-the-rise-of-superstar-firms | economics_policy | manual_access_required | 9a77a174c02fd6118660df74a773895160d85ce1368eb1332f6d23a7281f694f | economics_policy/2020-the-fall-of-the-labor-share-and-the-rise-of-superstar-firms | {
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"doi": "10.1093/qje/qjaa004",
"openalex": "W2611356021"
} | https://doi.org/10.1093/qje/qjaa004 | null | null | 1 | The Fall of the Labor Share and the Rise of Superstar Firms* | 2,020 |
[
"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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"doi": "10.1103/PhysRevLett.116.061102",
"openalex": "W2252795400"
} | https://doi.org/10.1103/physrevlett.116.061102 | null | null | 1 | Observation of Gravitational Waves from a Binary Black Hole Merger | 2,016 |
[
"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 | {
"arxiv": null,
"doi": "10.3847/2041-8213/ab0ec7",
"openalex": "W2936349953"
} | https://doi.org/10.3847/2041-8213/ab0ec7 | null | null | 1 | First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole | 2,019 |
PosterBench-mini
PosterBench-mini is the fixed 10-paper development subset of PosterBench, introduced in AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design. It contains exactly two papers from each of the benchmark's five disciplines.
This Hugging Face release is metadata only. It does not host or redistribute the underlying paper PDFs, full text, abstracts, figures, tables, or thumbnails.
Load
from datasets import load_dataset
dataset = load_dataset("YaxinLuo/PosterBench-mini", split="test")
For the complete 100-paper benchmark, use
YaxinLuo/PosterBench.
Dataset structure
The columns follow the full PosterBench manifest:
id,discipline,case_idtitle,authors,yearidentifierslanding_url,download_policypdf_url,license_urlexpected_sha256,schema_version
pdf_url and license_url are present only when redistribution rights for the
exact paper version were verified. Records marked manual_access_required
must be obtained independently through a lawful source available to the user.
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
- AutoDesign repository
- PosterBench evaluation guide
- Canonical full manifest
- Canonical mini IDs
- Paper page
Please cite the AutoDesign paper when using PosterBench-mini.
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