Cover Image

VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Mingjie, Chen, Jinpeng, Zhao, Yuzhi, Li, Jason Chun Lok, Qiu, Yue, Du, Zekang, Wu, Mengyang, Zhang, Pingping, Li, Kun, Yang, Hongzheng, Ma, Wenao, Wei, Jiaheng, Li, Qinbin, Liu, Kangcheng, Lei, Wenqiang
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment
by: Li, Kun, et al.
Published: (2025)

LLaVA-SpaceSGG: Visual Instruct Tuning for Open-vocabulary Scene Graph Generation with Enhanced Spatial Relations
by: Xu, Mingjie, et al.
Published: (2024)

From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training
by: Xu, Donglai, et al.
Published: (2025)

KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
by: Guan, Ziyi, et al.
Published: (2025)

CIBER: A Comprehensive Benchmark for Security Evaluation of Code Interpreter Agents
by: Ba, Lei, et al.
Published: (2026)

ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation
by: Wu, Mengyang, et al.
Published: (2024)

VP-MEL: Visual Prompts Guided Multimodal Entity Linking
by: Mi, Hongze, et al.
Published: (2024)

AutoVP: An Automated Visual Prompting Framework and Benchmark
by: Tsao, Hsi-Ai, et al.
Published: (2023)

MER-Bench: A Comprehensive Benchmark for Multimodal Meme Reappraisal
by: Nie, Yiqi, et al.
Published: (2026)

Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring
by: Xu, Mingjie, et al.
Published: (2025)

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
by: Ouyang, Kun, et al.
Published: (2024)

DiffVP: Differential Visual Semantic Prompting for LLM-Based CT Report Generation
by: Tian, Yuhe, et al.
Published: (2026)

SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning
by: Chen, Jinpeng, et al.
Published: (2025)

SEED-Bench-2-Plus: Benchmarking Multimodal Large Language Models with Text-Rich Visual Comprehension
by: Li, Bohao, et al.
Published: (2024)

AutoTool: Efficient Tool Selection for Large Language Model Agents
by: Jia, Jingyi, et al.
Published: (2025)

EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark
by: Li, Ming, et al.
Published: (2024)

EEG-FM-Bench: A Comprehensive Benchmark for the Systematic Evaluation of EEG Foundation Models
by: Xiong, Wei, et al.
Published: (2025)

VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
by: Hsu, Chia-Yi, et al.
Published: (2025)

MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation
by: Yu, Qinhan, et al.
Published: (2025)

TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
by: Wu, Xianjie, et al.
Published: (2024)

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning
by: Wang, Qinsi, et al.
Published: (2026)

IF-Bench: Benchmarking and Enhancing MLLMs for Infrared Images with Generative Visual Prompting
by: Zhang, Tao, et al.
Published: (2025)

Frustratingly Simple Prompting-based Text Denoising
by: Park, Jungyeul, et al.
Published: (2024)

LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation
by: Jin, Can, et al.
Published: (2025)

Embedded Visual Prompt Tuning
by: Zu, Wenqiang, et al.
Published: (2024)

Generalization and Optimization of SGD with Lookahead
by: Li, Kangcheng, et al.
Published: (2025)

FTII-Bench: A Comprehensive Multimodal Benchmark for Flow Text with Image Insertion
by: Ruan, Jiacheng, et al.
Published: (2024)

MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge
by: Du, Yuntao, et al.
Published: (2025)

CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation
by: Deng, Ruifan, et al.
Published: (2025)

VP-VLA: Visual Prompting as an Interface for Vision-Language-Action Models
by: Wang, Zixuan, et al.
Published: (2026)

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model
by: Dong, Yihong, et al.
Published: (2023)

MMR-Bench: A Comprehensive Benchmark for Multimodal LLM Routing
by: Ma, Haoxuan, et al.
Published: (2026)

BilliardPhys-Bench: Benchmarking Physical Reasoning and Visual Dynamics of Multimodal LLMs
by: Wang, Ben, et al.
Published: (2026)

VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation
by: Avogaro, Niccolo, et al.
Published: (2025)

OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation
by: Zhang, Yunbei, et al.
Published: (2024)

VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation
by: Lin, Kevin Qinghong, et al.
Published: (2025)

PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research
by: Miao, Tingjia, et al.
Published: (2026)

PAI-Bench: A Comprehensive Benchmark For Physical AI
by: Zhou, Fengzhe, et al.
Published: (2025)

Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations
by: Zhang, Yifei, et al.
Published: (2023)

ViStoryBench: Comprehensive Benchmark Suite for Story Visualization
by: Zhuang, Cailin, et al.
Published: (2025)