Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search
Fuente:
arXiv
Saved in:
| Main Authors: | Yu, Linhao, Ji, Xinguang, Liu, Yahui, Kong, Fanheng, Sun, Chenxi, Zhang, Jingyuan, Zhang, Hongzhi, W., V., Zhang, Fuzheng, Xiong, Deyi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos
by: Kong, Fanheng, et al.
Published: (2025)
by: Kong, Fanheng, et al.
Published: (2025)
Data Metabolism: An Efficient Data Design Schema For Vision Language Model
by: Zhang, Jingyuan, et al.
Published: (2025)
by: Zhang, Jingyuan, et al.
Published: (2025)
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval
by: Kong, Fanheng, et al.
Published: (2025)
by: Kong, Fanheng, et al.
Published: (2025)
Capybara-OMNI: An Efficient Paradigm for Building Omni-Modal Language Models
by: Ji, Xingguang, et al.
Published: (2025)
by: Ji, Xingguang, et al.
Published: (2025)
DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding
by: Zhang, Hongzhi, et al.
Published: (2025)
by: Zhang, Hongzhi, et al.
Published: (2025)
LFED: A Literary Fiction Evaluation Dataset for Large Language Models
by: Yu, Linhao, et al.
Published: (2024)
by: Yu, Linhao, et al.
Published: (2024)
Routing to the Right Expertise: A Trustworthy Judge for Instruction-based Image Editing
by: Sun, Chenxi, et al.
Published: (2025)
by: Sun, Chenxi, et al.
Published: (2025)
Clapper: Compact Learning and Video Representation in VLMs
by: Kong, Lingyu, et al.
Published: (2025)
by: Kong, Lingyu, et al.
Published: (2025)
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs
by: Sun, Chenxi, et al.
Published: (2024)
by: Sun, Chenxi, et al.
Published: (2024)
Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Models
by: Wei, Kaiwen, et al.
Published: (2024)
by: Wei, Kaiwen, et al.
Published: (2024)
Accelerating Diffusion LLM Inference via Local Determinism Propagation
by: Kong, Fanheng, et al.
Published: (2025)
by: Kong, Fanheng, et al.
Published: (2025)
Klear-CodeTest: Scalable Test Case Generation for Code Reinforcement Learning
by: Fu, Jia, et al.
Published: (2025)
by: Fu, Jia, et al.
Published: (2025)
Self-Pluralising Culture Alignment for Large Language Models
by: Xu, Shaoyang, et al.
Published: (2024)
by: Xu, Shaoyang, et al.
Published: (2024)
Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning
by: Ji, Xingguang, et al.
Published: (2025)
by: Ji, Xingguang, et al.
Published: (2025)
Klear-AgentForge: Forging Agentic Intelligence through Posttraining Scaling
by: Wang, Qi, et al.
Published: (2025)
by: Wang, Qi, et al.
Published: (2025)
RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning
by: Zhang, Hongzhi, et al.
Published: (2025)
by: Zhang, Hongzhi, et al.
Published: (2025)
DPN-LE: Dual Personality Neuron Localization and Editing for Large Language Models
by: Zheng, Lifan, et al.
Published: (2026)
by: Zheng, Lifan, et al.
Published: (2026)
SOUP: Token-level Single-sample Mix-policy Reinforcement Learning for Large Language Models
by: Yang, Lei, et al.
Published: (2026)
by: Yang, Lei, et al.
Published: (2026)
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models
by: Wang, Xiao, et al.
Published: (2025)
by: Wang, Xiao, et al.
Published: (2025)
Leanabell-Prover: Posttraining Scaling in Formal Reasoning
by: Zhang, Jingyuan, et al.
Published: (2025)
by: Zhang, Jingyuan, et al.
Published: (2025)
CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models
by: Shi, Ling, et al.
Published: (2024)
by: Shi, Ling, et al.
Published: (2024)
An upper-lower solution method for the eigenvalue problem of Hadamard-type singular fractional differential equation*
by: Xinguang Zhang
Published: (2022)
by: Xinguang Zhang
Published: (2022)
Solvability and asymptotic properties for an elliptic geophysical fluid flows model in a planar exterior domain
by: Xinguang Zhang
Published: (2021)
by: Xinguang Zhang
Published: (2021)
Multiple solutions for a modified quasilinear Schrödinger elliptic equation with a nonsquare diffusion term
by: Xinguang Zhang
Published: (2021)
by: Xinguang Zhang
Published: (2021)
RoleEval: A Bilingual Role Evaluation Benchmark for Large Language Models
by: Shen, Tianhao, et al.
Published: (2023)
by: Shen, Tianhao, et al.
Published: (2023)
Do Large Language Models Mirror Cognitive Language Processing?
by: Ren, Yuqi, et al.
Published: (2024)
by: Ren, Yuqi, et al.
Published: (2024)
VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation
by: Chen, Xinlong, et al.
Published: (2025)
by: Chen, Xinlong, et al.
Published: (2025)
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
by: Shi, Yang, et al.
Published: (2025)
by: Shi, Yang, et al.
Published: (2025)
AR-GRPO: Training Autoregressive Image Generation Models via Reinforcement Learning
by: Yuan, Shihao, et al.
Published: (2025)
by: Yuan, Shihao, et al.
Published: (2025)
TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment
by: Li, Shicheng, et al.
Published: (2025)
by: Li, Shicheng, et al.
Published: (2025)
WebTestBench: Evaluating Computer-Use Agents towards End-to-End Automated Web Testing
by: Kong, Fanheng, et al.
Published: (2026)
by: Kong, Fanheng, et al.
Published: (2026)
Video-Text Dataset Construction from Multi-AI Feedback: Promoting Weak-to-Strong Preference Learning for Video Large Language Models
by: Yi, Hao, et al.
Published: (2024)
by: Yi, Hao, et al.
Published: (2024)
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch
by: Zhang, Yiqun, et al.
Published: (2024)
by: Zhang, Yiqun, et al.
Published: (2024)
Player-Centric Multimodal Prompt Generation for Large Language Model Based Identity-Aware Basketball Video Captioning
by: Xi, Zeyu, et al.
Published: (2025)
by: Xi, Zeyu, et al.
Published: (2025)
CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models
by: Yu, Linhao, et al.
Published: (2024)
by: Yu, Linhao, et al.
Published: (2024)
Improved Interior Gradient Estimates for the Mean Curvature Equation under Nonlinear Assumptions
by: Xu, Fanheng
Published: (2026)
by: Xu, Fanheng
Published: (2026)
Inner regularity and Liouville theorems for stable solutions to the mean curvature equation
by: Xu, Fanheng
Published: (2026)
by: Xu, Fanheng
Published: (2026)
RSCC: A Large-Scale Remote Sensing Change Caption Dataset for Disaster Events
by: Chen, Zhenyuan, et al.
Published: (2025)
by: Chen, Zhenyuan, et al.
Published: (2025)
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
by: Cheng, Xiaoxue, et al.
Published: (2024)
by: Cheng, Xiaoxue, et al.
Published: (2024)
TabTracer: Monte Carlo Tree Search for Complex Table Reasoning with Large Language Models
by: Luo, Zhizhao, et al.
Published: (2026)
by: Luo, Zhizhao, et al.
Published: (2026)
Similar Items
-
TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos
by: Kong, Fanheng, et al.
Published: (2025) -
Data Metabolism: An Efficient Data Design Schema For Vision Language Model
by: Zhang, Jingyuan, et al.
Published: (2025) -
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval
by: Kong, Fanheng, et al.
Published: (2025) -
Capybara-OMNI: An Efficient Paradigm for Building Omni-Modal Language Models
by: Ji, Xingguang, et al.
Published: (2025) -
DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding
by: Zhang, Hongzhi, et al.
Published: (2025)