Image de couverture de livre

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zeng, Zhiyuan, Liu, Jiashuo, Chen, Siyuan, He, Tianci, Liao, Yali, Tian, Yixiao, Wang, Jinpeng, Wang, Zaiyuan, Yang, Yang, Yin, Lingyue, Yin, Mingren, Zhu, Zhenwei, Cai, Tianle, Chen, Zehui, Chen, Jiecao, Du, Yantao, Gao, Xiang, Guo, Jiacheng, Hu, Liang, Jiao, Jianpeng, Li, Xiangsheng, Liu, Jingkai, Ni, Shuang, Wen, Zhoufutu, Zhang, Ge, Zhang, Kaiyuan, Zhou, Xin, Blanchet, Jose, Qiu, Xipeng, Wang, Mengdi, Huang, Wenhao
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

FutureX-Pro: Extending Future Prediction to High-Value Vertical Domains
par: Liu, Jiashuo, et autres
Publié: (2026)

FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning
par: Hu, Liang, et autres
Publié: (2025)

FutureX: Enhance End-to-End Autonomous Driving via Latent Chain-of-Thought World Model
par: Lin, Hongbin, et autres
Publié: (2025)

LLM Swiss Round: Aggregating Multi-Benchmark Performance via Competitive Swiss-System Dynamics
par: Liu, Jiashuo, et autres
Publié: (2025)

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
par: Yuan, Siyu, et autres
Publié: (2025)

FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs
par: Chen, Qian, et autres
Publié: (2026)

Bridge Health State Assessment and Multiscale Deterioration Modeling: Methods, Challenges, and Future Prospects
par: Kangliying Yin, et autres
Publié: (2026)

The complex hyperbolic form as a Weil-Petersson form
par: Wang, Xiangsheng
Publié: (2022)

DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs
par: Liu, Jinzhe, et autres
Publié: (2024)

Velocity divergence—Generalized adaptive probability density evolution method
par: Qiang Xu, et autres
Publié: (2024)

ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
par: Ye, Junjie, et autres
Publié: (2025)

A Theoretical Perspective for Speculative Decoding Algorithm
par: Yin, Ming, et autres
Publié: (2024)

Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects
par: Cui, Yixin, et autres
Publié: (2025)

Wound Bed Temperature as a Biomarker: Clinical Utility, Limitations and Future Directions
par: Di Xiao, et autres
Publié: (2025)

SUMMA: A Multimodal Large Language Model for Advertisement Summarization
par: Jia, Weitao, et autres
Publié: (2025)

RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization
par: Zhiyuan, Zeng, et autres
Publié: (2025)

On the Statistical Complexity for Offline and Low-Adaptive Reinforcement Learning with Structures
par: Yin, Ming, et autres
Publié: (2025)

MOSS-Audio-Tokenizer: Scaling Audio Tokenizers for Future Audio Foundation Models
par: Gong, Yitian, et autres
Publié: (2026)

Learning Future Structure in Predictive World Models
par: Yin, Yaming
Publié: (2026)

DRO: A Python Library for Distributionally Robust Optimization in Machine Learning
par: Liu, Jiashuo, et autres
Publié: (2025)

\$OneMillion-Bench: How Far are Language Agents from Human Experts?
par: Yang, Qianyu, et autres
Publié: (2026)

$\mathrm{K}$-cowaist on complete foliated manifolds
par: Su, Guangxiang, et autres
Publié: (2021)

Generalized moment maps, reduction and complex quotients
par: Hu, Yi, et autres
Publié: (2025)

A Multi‐Resolution Material Point Method Based on Penalty Formulation
par: Kai‐Yuan He, et autres
Publié: (2025)

Future Habitat Shifts and Economic Implications for Ophiocordyceps sinensis Under Climate Change
par: Liangliang Chen, et autres
Publié: (2025)

Future Forcing: Future-aware Training-free KV Cache Policy for Autoregressive Video Generation
par: Luo, Jiayi, et autres
Publié: (2026)

The Future of Combating Rumors? Retrieval, Discrimination, and Generation
par: Xu, Junhao, et autres
Publié: (2024)

Asphalt Concrete Characterization Using Digital Image Correlation: A Systematic Review of Best Practices, Applications, and Future Vision
par: Wang, Siqi, et autres
Publié: (2024)

Pricing VIX Futures Under a Markov‐Switching GARCH Framework
par: Fangsheng Yin, et autres
Publié: (2025)

Rewiring the Technological Future of Information and Biology With Nucleic Acid Information Materials
par: Fangfei Yin, et autres
Publié: (2026)

Text-Video Multi-Grained Integration for Video Moment Montage
par: Yin, Zhihui, et autres
Publié: (2024)

FusionCast: Enhancing Precipitation Nowcasting with Asymmetric Cross-Modal Fusion and Future Radar Priors
par: Wang, Henan, et autres
Publié: (2026)

Tiny Machine Learning: Progress and Futures
par: Lin, Ji, et autres
Publié: (2024)

Environmental Applications of Hexagonal Boron Nitride Nanomaterials: Structure, Properties, and Future Perspectives
par: Na Xiao, et autres
Publié: (2025)

Love Me, Love My Label: Rethinking the Role of Labels in Prompt Retrieval for Visual In-Context Learning
par: Luo, Tianci, et autres
Publié: (2026)

GSDrive: Reinforcing Driving Policies by Multi-mode Future Trajectory Probing with 3D Gaussian Splatting Environment
par: Guo, Ziang, et autres
Publié: (2026)

Current Status and Future Developments in NIR‐II‐emitting Organic Small Molecule Fluorophores for Bioimaging and Phototherapy
par: Jiashuo Ye, et autres
Publié: (2025)

Stability Evaluation via Distributional Perturbation Analysis
par: Blanchet, Jose, et autres
Publié: (2024)

FedMUA: Exploring the Vulnerabilities of Federated Learning to Malicious Unlearning Attacks
par: Chen, Jian, et autres
Publié: (2025)

Towards Clinically Relevant Immune Biomarkers in Myeloproliferative Neoplasms: Methodological Considerations for Future Studies
par: Jian Wang, et autres
Publié: (2026)