Saved in:
| Main Authors: | Zhu, Xiangyang, Tian, Yuan, Zhang, Zicheng, Jia, Qi, Li, Chunyi, Zhang, Renrui, Li, Heng, Wang, Zongrui, Sun, Wei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2601.19507 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SafetyFlow: An Agent-Flow System for Automated LLM Safety Benchmarking
by: Zhu, Xiangyang, et al.
Published: (2025)
by: Zhu, Xiangyang, et al.
Published: (2025)
Sycophancy under Pressure: Evaluating and Mitigating Sycophantic Bias via Adversarial Dialogues in Scientific QA
by: Zhang, Kaiwei, et al.
Published: (2025)
by: Zhang, Kaiwei, et al.
Published: (2025)
Information Density Principle for MLLM Benchmarks
by: Li, Chunyi, et al.
Published: (2025)
by: Li, Chunyi, et al.
Published: (2025)
Improve MLLM Benchmark Efficiency through Interview
by: Wen, Farong, et al.
Published: (2025)
by: Wen, Farong, et al.
Published: (2025)
Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs
by: Liu, Xuannan, et al.
Published: (2025)
by: Liu, Xuannan, et al.
Published: (2025)
SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners
by: Guo, Ziyu, et al.
Published: (2024)
by: Guo, Ziyu, et al.
Published: (2024)
Benchmarking and Improving LVLMs on Event Extraction from Multimedia Documents
by: Xing, Fuyu, et al.
Published: (2025)
by: Xing, Fuyu, et al.
Published: (2025)
Affordance Benchmark for MLLMs
by: Wang, Junying, et al.
Published: (2025)
by: Wang, Junying, et al.
Published: (2025)
UniDial-EvalKit: A Unified Toolkit for Evaluating Multi-Faceted Conversational Abilities
by: Jia, Qi, et al.
Published: (2026)
by: Jia, Qi, et al.
Published: (2026)
One Battle After Another: Probing LLMs' Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework
by: Jia, Qi, et al.
Published: (2025)
by: Jia, Qi, et al.
Published: (2025)
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
by: Guo, Ziyu, et al.
Published: (2025)
by: Guo, Ziyu, et al.
Published: (2025)
Redundancy Principles for MLLMs Benchmarks
by: Zhang, Zicheng, et al.
Published: (2025)
by: Zhang, Zicheng, et al.
Published: (2025)
Human-Centric Evaluation for Foundation Models
by: Guo, Yijin, et al.
Published: (2025)
by: Guo, Yijin, et al.
Published: (2025)
EvolMem: A Cognitive-Driven Benchmark for Multi-Session Dialogue Memory
by: Shen, Ye, et al.
Published: (2026)
by: Shen, Ye, et al.
Published: (2026)
MedOmni-45°: A Safety-Performance Benchmark for Reasoning-Oriented LLMs in Medicine
by: Ji, Kaiyuan, et al.
Published: (2025)
by: Ji, Kaiyuan, et al.
Published: (2025)
CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs
by: Yuan, Yangshu, et al.
Published: (2025)
by: Yuan, Yangshu, et al.
Published: (2025)
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
by: Li, Feng, et al.
Published: (2024)
by: Li, Feng, et al.
Published: (2024)
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs
by: Liu, Xuannan, et al.
Published: (2024)
by: Liu, Xuannan, et al.
Published: (2024)
SafeSci: Safety Evaluation of Large Language Models in Science Domains and Beyond
by: Zhu, Xiangyang, et al.
Published: (2026)
by: Zhu, Xiangyang, et al.
Published: (2026)
The Ever-Evolving Science Exam
by: Wang, Junying, et al.
Published: (2025)
by: Wang, Junying, et al.
Published: (2025)
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning
by: Huang, Kung-Hsiang, et al.
Published: (2023)
by: Huang, Kung-Hsiang, et al.
Published: (2023)
Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs
by: Zhao, Wei, et al.
Published: (2025)
by: Zhao, Wei, et al.
Published: (2025)
LVLMs are Bad at Overhearing Human Referential Communication
by: Wang, Zhengxiang, et al.
Published: (2025)
by: Wang, Zhengxiang, et al.
Published: (2025)
Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models
by: Zhao, Shitian, et al.
Published: (2024)
by: Zhao, Shitian, et al.
Published: (2024)
Rewarding Graph Reasoning Process makes LLMs more Generalized Reasoners
by: Peng, Miao, et al.
Published: (2025)
by: Peng, Miao, et al.
Published: (2025)
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
by: Zhu, Zifeng, et al.
Published: (2024)
by: Zhu, Zifeng, et al.
Published: (2024)
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets
by: Aboutalebi, Hossein, et al.
Published: (2024)
by: Aboutalebi, Hossein, et al.
Published: (2024)
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence
by: He, Jinghan, et al.
Published: (2024)
by: He, Jinghan, et al.
Published: (2024)
A Multi-To-One Interview Paradigm for Efficient MLLM Evaluation
by: Shen, Ye, et al.
Published: (2025)
by: Shen, Ye, et al.
Published: (2025)
OmniGenBench: Automating Large-scale in-silico Benchmarking for Genomic Foundation Models
by: Yang, Heng, et al.
Published: (2024)
by: Yang, Heng, et al.
Published: (2024)
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
by: Yuan, Tongxin, et al.
Published: (2024)
by: Yuan, Tongxin, et al.
Published: (2024)
Dynamic Domain Information Modulation Algorithm for Multi-domain Sentiment Analysis
by: Yue, Chunyi, et al.
Published: (2025)
by: Yue, Chunyi, et al.
Published: (2025)
EPS-MoE: Expert Pipeline Scheduler for Cost-Efficient MoE Inference
by: Qian, Yulei, et al.
Published: (2024)
by: Qian, Yulei, et al.
Published: (2024)
Embodied Image Compression
by: Li, Chunyi, et al.
Published: (2025)
by: Li, Chunyi, et al.
Published: (2025)
ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas
by: Tian, Xiaoyu, et al.
Published: (2026)
by: Tian, Xiaoyu, et al.
Published: (2026)
HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding
by: Yuan, Fan, et al.
Published: (2024)
by: Yuan, Fan, et al.
Published: (2024)
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions
by: Pan, Wenbo, et al.
Published: (2025)
by: Pan, Wenbo, et al.
Published: (2025)
MAPEX: A Multi-Agent Pipeline for Keyphrase Extraction
by: Zhang, Liting, et al.
Published: (2025)
by: Zhang, Liting, et al.
Published: (2025)
AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders
by: Zhang, Yuqi, et al.
Published: (2025)
by: Zhang, Yuqi, et al.
Published: (2025)
Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model
by: Zhang, Zhichao, et al.
Published: (2024)
by: Zhang, Zhichao, et al.
Published: (2024)
Similar Items
-
SafetyFlow: An Agent-Flow System for Automated LLM Safety Benchmarking
by: Zhu, Xiangyang, et al.
Published: (2025) -
Sycophancy under Pressure: Evaluating and Mitigating Sycophantic Bias via Adversarial Dialogues in Scientific QA
by: Zhang, Kaiwei, et al.
Published: (2025) -
Information Density Principle for MLLM Benchmarks
by: Li, Chunyi, et al.
Published: (2025) -
Improve MLLM Benchmark Efficiency through Interview
by: Wen, Farong, et al.
Published: (2025) -
Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs
by: Liu, Xuannan, et al.
Published: (2025)