SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Qin, Chuan, Chen, Xin, Wang, Chengrui, Wu, Pengmin, Chen, Xi, Cheng, Yihang, Zhao, Jingyi, Xiao, Meng, Dong, Xiangchao, Long, Qingqing, Pan, Boya, Wu, Han, Li, Chengzan, Zhou, Yuanchun, Xiong, Hui, Zhu, Hengshu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SciHorizon-DataEVA: An Agentic System for AI-Readiness Evaluation of Heterogeneous Scientific Data
by: Liu, Dianyu, et al.
Published: (2026)
by: Liu, Dianyu, et al.
Published: (2026)
ScienceDB AI: An LLM-Driven Agentic Recommender System for Large-Scale Scientific Data Sharing Services
by: Long, Qingqing, et al.
Published: (2026)
by: Long, Qingqing, et al.
Published: (2026)
SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generated LLMs
by: Chen, Haotian, et al.
Published: (2025)
by: Chen, Haotian, et al.
Published: (2025)
Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training
by: Xiao, Meng, et al.
Published: (2025)
by: Xiao, Meng, et al.
Published: (2025)
SciKGDash: The Scientific Knowledge Graph Dashboard for Supporting Knowledge Curation
by: John, Lena, et al.
Published: (2026)
by: John, Lena, et al.
Published: (2026)
SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP
by: Duan, Decheng, et al.
Published: (2025)
by: Duan, Decheng, et al.
Published: (2025)
Aging and the Narrowing of Scientific Innovation
by: Cui, Haochuan, et al.
Published: (2022)
by: Cui, Haochuan, et al.
Published: (2022)
Level of Scientific Readiness with Ternary Data Types
by: Knar, Eldar
Published: (2024)
by: Knar, Eldar
Published: (2024)
SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature
by: Ding, Hang, et al.
Published: (2025)
by: Ding, Hang, et al.
Published: (2025)
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning
by: Giner-Miguelez, Joan, et al.
Published: (2024)
by: Giner-Miguelez, Joan, et al.
Published: (2024)
SciCom Wiki: Fact-Checking and FAIR Knowledge Distribution for Scientific Videos and Podcasts
by: Wittenborg, Tim, et al.
Published: (2025)
by: Wittenborg, Tim, et al.
Published: (2025)
An Axiomatic Benchmark for Evaluation of Scientific Novelty Metrics
by: Liu, Miri, et al.
Published: (2026)
by: Liu, Miri, et al.
Published: (2026)
Scientific tools and Innovation: Big Science Facilities Yield More Novel and Interdisciplinary Knowledge
by: Zhang, Mingze, et al.
Published: (2026)
by: Zhang, Mingze, et al.
Published: (2026)
Benchmarking Cross-Scale Perception Ability of Large Multimodal Models in Material Science
by: Zheng, Yuting, et al.
Published: (2026)
by: Zheng, Yuting, et al.
Published: (2026)
FLAWS: A Benchmark for Error Identification and Localization in Scientific Papers
by: Xi, Sarina, et al.
Published: (2025)
by: Xi, Sarina, et al.
Published: (2025)
SciMantify -- A Hybrid Approach for the Evolving Semantification of Scientific Knowledge
by: John, Lena, et al.
Published: (2025)
by: John, Lena, et al.
Published: (2025)
SciCom Wiki: A Digital Library to Support the Science Communication Knowledge Infrastructure for Videos and Podcasts
by: Wittenborg, Tim, et al.
Published: (2025)
by: Wittenborg, Tim, et al.
Published: (2025)
Can Recombination Displace Dominant Scientific Ideas
by: Li, Linzhuo, et al.
Published: (2025)
by: Li, Linzhuo, et al.
Published: (2025)
An Instance-based Plus Ensemble Learning Method for Classification of Scientific Papers
by: Zhang, Fang, et al.
Published: (2024)
by: Zhang, Fang, et al.
Published: (2024)
A Semantic Geometry for Uncovering Paradigm Dynamics via Scientific Publications
by: Liu, Jinchang, et al.
Published: (2026)
by: Liu, Jinchang, et al.
Published: (2026)
An Intelligent Innovation Dataset on Scientific Research Outcomes
by: Wu, Xinran, et al.
Published: (2024)
by: Wu, Xinran, et al.
Published: (2024)
Linking Science and Industry: Influence of Scientific Research on Technological Innovation through Patent Citations
by: Dorta-González, Pablo, et al.
Published: (2025)
by: Dorta-González, Pablo, et al.
Published: (2025)
Bibliometric Analysis of Scientific Production on the COVID-19 Effect in Information Sciences
by: Galvez, Carmen
Published: (2025)
by: Galvez, Carmen
Published: (2025)
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
by: Zhu, Minjun, et al.
Published: (2026)
by: Zhu, Minjun, et al.
Published: (2026)
Research Funding in the Middle East and North Africa: Analyses of Acknowledgments in Scientific Publications indexed in the Web of Science (2008-2021)
by: El-Ouahi, Jamal
Published: (2023)
by: El-Ouahi, Jamal
Published: (2023)
Exploring Scientific Contributions through Citation Context and Division of Labor
by: Chen, Liyue, et al.
Published: (2024)
by: Chen, Liyue, et al.
Published: (2024)
The Drain of Scientific Publishing
by: Beigel, Fernanda, et al.
Published: (2025)
by: Beigel, Fernanda, et al.
Published: (2025)
Automatic Detection of Research Values from Scientific Abstracts Across Computer Science Subfields
by: Jiang, Hang, et al.
Published: (2025)
by: Jiang, Hang, et al.
Published: (2025)
Displacing Science
by: Li, Linzhuo, et al.
Published: (2024)
by: Li, Linzhuo, et al.
Published: (2024)
Is Science Inevitable?
by: Li, Linzhuo, et al.
Published: (2025)
by: Li, Linzhuo, et al.
Published: (2025)
Effective Communication of Scientific Results
by: Amaral, José Nelson
Published: (2024)
by: Amaral, José Nelson
Published: (2024)
Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator
by: Zhang, Haoxuan, et al.
Published: (2025)
by: Zhang, Haoxuan, et al.
Published: (2025)
Not Just Large: Tall Teams Dominate East Asia's Scientific Production
by: Liu, Siyuan, et al.
Published: (2026)
by: Liu, Siyuan, et al.
Published: (2026)
LitSearch: A Retrieval Benchmark for Scientific Literature Search
by: Ajith, Anirudh, et al.
Published: (2024)
by: Ajith, Anirudh, et al.
Published: (2024)
Comparing Retrieval Strategies to Capture Interdisciplinary Scientific Research: A Bibliometric Evaluation of the Integration of Neuroscience and Computer Science
by: Isla, Malena Mendez, et al.
Published: (2025)
by: Isla, Malena Mendez, et al.
Published: (2025)
BibAgent: An Agentic Framework for Traceable Miscitation Detection in Scientific Literature
by: Li, Peiran, et al.
Published: (2026)
by: Li, Peiran, et al.
Published: (2026)
Decoding Patterns of Data Generation Teams for Clinical and Scientific Success: Insights from the Bridge2AI Talent Knowledge Graph
by: Xu, Jiawei, et al.
Published: (2025)
by: Xu, Jiawei, et al.
Published: (2025)
CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era
by: Shi, Kaiwen, et al.
Published: (2026)
by: Shi, Kaiwen, et al.
Published: (2026)
ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review
by: Riehl, Kevin, et al.
Published: (2026)
by: Riehl, Kevin, et al.
Published: (2026)
A New Scientific Indexing Model: U-Index
by: Saglam, Ugur, et al.
Published: (2023)
by: Saglam, Ugur, et al.
Published: (2023)
Similar Items
-
SciHorizon-DataEVA: An Agentic System for AI-Readiness Evaluation of Heterogeneous Scientific Data
by: Liu, Dianyu, et al.
Published: (2026) -
ScienceDB AI: An LLM-Driven Agentic Recommender System for Large-Scale Scientific Data Sharing Services
by: Long, Qingqing, et al.
Published: (2026) -
SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generated LLMs
by: Chen, Haotian, et al.
Published: (2025) -
Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training
by: Xiao, Meng, et al.
Published: (2025) -
SciKGDash: The Scientific Knowledge Graph Dashboard for Supporting Knowledge Curation
by: John, Lena, et al.
Published: (2026)