UniFinEval: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos
Fuente:
arXiv
Guardado en:
| Autores principales: | Yang, Zhi, Zeng, Lingfeng, Lou, Fangqi, Qi, Qi, Zhang, Wei, Wu, Zhenyu, Yu, Zhenxiong, Han, Jun, Jin, Zhiheng, Zhang, Lejie, Huang, Xiaoming, Liang, Xiaolong, Wei, Zheng, Zou, Junbo, Cheng, Dongpo, Liu, Zhaowei, Guo, Xin, Zhang, Rongjunchen, Zhang, Liwen |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding
por: Liu, Zhaowei, et al.
Publicado: (2025)
por: Liu, Zhaowei, et al.
Publicado: (2025)
FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain
por: Zeng, Lingfeng, et al.
Publicado: (2025)
por: Zeng, Lingfeng, et al.
Publicado: (2025)
FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments
por: Yang, Zhi, et al.
Publicado: (2026)
por: Yang, Zhi, et al.
Publicado: (2026)
Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning
por: Liu, Zhaowei, et al.
Publicado: (2025)
por: Liu, Zhaowei, et al.
Publicado: (2025)
BizFinBench.v2: A Unified Dual-Mode Bilingual Benchmark for Expert-Level Financial Capability Alignment
por: Guo, Xin, et al.
Publicado: (2026)
por: Guo, Xin, et al.
Publicado: (2026)
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models
por: Guo, Xin, et al.
Publicado: (2023)
por: Guo, Xin, et al.
Publicado: (2023)
FinMTM: A Multi-Turn Multimodal Benchmark for Financial Reasoning and Agent Evaluation
por: Zhang, Chenxi, et al.
Publicado: (2026)
por: Zhang, Chenxi, et al.
Publicado: (2026)
BizFinBench: A Business-Driven Real-World Financial Benchmark for Evaluating LLMs
por: Lu, Guilong, et al.
Publicado: (2025)
por: Lu, Guilong, et al.
Publicado: (2025)
FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models' Knowledge and Reasoning
por: Dou, Shaoyu, et al.
Publicado: (2025)
por: Dou, Shaoyu, et al.
Publicado: (2025)
FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios
por: Wu, Yingqian, et al.
Publicado: (2025)
por: Wu, Yingqian, et al.
Publicado: (2025)
UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation
por: Li, Yi, et al.
Publicado: (2025)
por: Li, Yi, et al.
Publicado: (2025)
Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening
por: Yu, Zhenxiong, et al.
Publicado: (2026)
por: Yu, Zhenxiong, et al.
Publicado: (2026)
UniDial-EvalKit: A Unified Toolkit for Evaluating Multi-Faceted Conversational Abilities
por: Jia, Qi, et al.
Publicado: (2026)
por: Jia, Qi, et al.
Publicado: (2026)
UniPaint: Unified Space-time Video Inpainting via Mixture-of-Experts
por: Wan, Zhen, et al.
Publicado: (2024)
por: Wan, Zhen, et al.
Publicado: (2024)
UniHash: Unifying Pointwise and Pairwise Hashing Paradigms
por: Ma, Xiaoxu, et al.
Publicado: (2026)
por: Ma, Xiaoxu, et al.
Publicado: (2026)
UniMo: Unifying 2D Video and 3D Human Motion with an Autoregressive Framework
por: Pang, Youxin, et al.
Publicado: (2025)
por: Pang, Youxin, et al.
Publicado: (2025)
FinSafetyBench: Evaluating LLM Safety in Real-World Financial Scenarios
por: Hou, Yutao, et al.
Publicado: (2026)
por: Hou, Yutao, et al.
Publicado: (2026)
FinDebate: Multi-Agent Collaborative Intelligence for Financial Analysis
por: Cai, Tianshi, et al.
Publicado: (2025)
por: Cai, Tianshi, et al.
Publicado: (2025)
UniVBench: Towards Unified Evaluation for Video Foundation Models
por: Wei, Jianhui, et al.
Publicado: (2026)
por: Wei, Jianhui, et al.
Publicado: (2026)
Agentar-Fin-R1: Enhancing Financial Intelligence through Domain Expertise, Training Efficiency, and Advanced Reasoning
por: Zheng, Yanjun, et al.
Publicado: (2025)
por: Zheng, Yanjun, et al.
Publicado: (2025)
Unified GARCH-Recurrent Neural Network in Financial Volatility Forecasting
por: Wei, Jingyi, et al.
Publicado: (2025)
por: Wei, Jingyi, et al.
Publicado: (2025)
UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization
por: Chen, Cuiqun, et al.
Publicado: (2025)
por: Chen, Cuiqun, et al.
Publicado: (2025)
FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph
por: Li, Xiang, et al.
Publicado: (2025)
por: Li, Xiang, et al.
Publicado: (2025)
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification
por: Zhang, Yuan, et al.
Publicado: (2024)
por: Zhang, Yuan, et al.
Publicado: (2024)
UniScene: Unified Occupancy-centric Driving Scene Generation
por: Li, Bohan, et al.
Publicado: (2024)
por: Li, Bohan, et al.
Publicado: (2024)
FinReflectKG -- EvalBench: Benchmarking Financial KG with Multi-Dimensional Evaluation
por: Dimino, Fabrizio, et al.
Publicado: (2025)
por: Dimino, Fabrizio, et al.
Publicado: (2025)
UniPlanner: A Unified Motion Planning Framework for Autonomous Vehicle Decision-Making Systems via Multi-Dataset Integration
por: Yang, Xin, et al.
Publicado: (2025)
por: Yang, Xin, et al.
Publicado: (2025)
UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding
por: Xu, Yueming, et al.
Publicado: (2025)
por: Xu, Yueming, et al.
Publicado: (2025)
UniFluids: Unified Neural Operator Learning with Conditional Flow-matching
por: Li, Haosen, et al.
Publicado: (2026)
por: Li, Haosen, et al.
Publicado: (2026)
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
por: Zhang, Chao, et al.
Publicado: (2024)
por: Zhang, Chao, et al.
Publicado: (2024)
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework
por: Li, Xiang, et al.
Publicado: (2024)
por: Li, Xiang, et al.
Publicado: (2024)
RECOST: External Knowledge Guided Data-efficient Instruction Tuning
por: Zhang, Qi, et al.
Publicado: (2024)
por: Zhang, Qi, et al.
Publicado: (2024)
UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture
por: Cao, Shuo, et al.
Publicado: (2025)
por: Cao, Shuo, et al.
Publicado: (2025)
FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model
por: Hao, Jianing, et al.
Publicado: (2024)
por: Hao, Jianing, et al.
Publicado: (2024)
UniCO: Towards a Unified Model for Combinatorial Optimization Problems
por: Zong, Zefang, et al.
Publicado: (2025)
por: Zong, Zefang, et al.
Publicado: (2025)
UniVS: Unified and Universal Video Segmentation with Prompts as Queries
por: Li, Minghan, et al.
Publicado: (2024)
por: Li, Minghan, et al.
Publicado: (2024)
UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model
por: Li, Zhaowei, et al.
Publicado: (2024)
por: Li, Zhaowei, et al.
Publicado: (2024)
UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE
por: Liu, Zhenyu, et al.
Publicado: (2025)
por: Liu, Zhenyu, et al.
Publicado: (2025)
ParaUni: Enhance Generation in Unified Multimodal Model with Reinforcement-driven Hierarchical Parallel Information Interaction
por: Tan, Jiangtong, et al.
Publicado: (2025)
por: Tan, Jiangtong, et al.
Publicado: (2025)
Uni-FinLLM: A Unified Multimodal Large Language Model with Modular Task Heads for Micro-Level Stock Prediction and Macro-Level Systemic Risk Assessment
por: Zhang, Gongao, et al.
Publicado: (2026)
por: Zhang, Gongao, et al.
Publicado: (2026)
Ejemplares similares
-
VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding
por: Liu, Zhaowei, et al.
Publicado: (2025) -
FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain
por: Zeng, Lingfeng, et al.
Publicado: (2025) -
FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments
por: Yang, Zhi, et al.
Publicado: (2026) -
Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning
por: Liu, Zhaowei, et al.
Publicado: (2025) -
BizFinBench.v2: A Unified Dual-Mode Bilingual Benchmark for Expert-Level Financial Capability Alignment
por: Guo, Xin, et al.
Publicado: (2026)