Cover Image

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yu, Weihao, Yang, Zhengyuan, Li, Linjie, Wang, Jianfeng, Lin, Kevin, Liu, Zicheng, Wang, Xinchao, Wang, Lijuan
Format:	Preprint
Published:	2023
Subjects:	Artificial Intelligence Computation and Language Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities
by: Yu, Weihao, et al.
Published: (2024)

List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
by: Yan, An, et al.
Published: (2024)

Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation
by: Yang, Zhengyuan, et al.
Published: (2023)

Bring Metric Functions into Diffusion Models
by: An, Jie, et al.
Published: (2024)

V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models
by: Zheng, Xiangxi, et al.
Published: (2025)

Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
by: Liu, Fuxiao, et al.
Published: (2023)

NoLan: Mitigating Object Hallucinations in Large Vision-Language Models via Dynamic Suppression of Language Priors
by: Ren, Lingfeng, et al.
Published: (2026)

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
by: He, Xuehai, et al.
Published: (2024)

LiVOS: Light Video Object Segmentation with Gated Linear Matching
by: Liu, Qin, et al.
Published: (2024)

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
by: Wang, Xiyao, et al.
Published: (2024)

Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models
by: Wang, Alex Jinpeng, et al.
Published: (2025)

COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training
by: Wang, Alex Jinpeng, et al.
Published: (2024)

MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception
by: Wang, Yuhao, et al.
Published: (2024)

Computer-Use Agents as Judges for Generative User Interface
by: Lin, Kevin Qinghong, et al.
Published: (2025)

MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
by: Li, Yan, et al.
Published: (2026)

IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
by: Zhai, Yuanhao, et al.
Published: (2024)

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
by: Ni, Minheng, et al.
Published: (2025)

Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition
by: Qiu, Jielin, et al.
Published: (2024)

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
by: Zhai, Yuanhao, et al.
Published: (2024)

Imp: Highly Capable Large Multimodal Models for Mobile Devices
by: Shao, Zhenwei, et al.
Published: (2024)

Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization
by: Miao, Zichen, et al.
Published: (2024)

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark
by: Hao, Yunzhuo, et al.
Published: (2025)

Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation
by: Cho, Jaemin, et al.
Published: (2023)

MM-Soc: Benchmarking Multimodal Large Language Models in Social Media Platforms
by: Jin, Yiqiao, et al.
Published: (2024)

Attention Prompting on Image for Large Vision-Language Models
by: Yu, Runpeng, et al.
Published: (2024)

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning
by: Liao, Jiaqi, et al.
Published: (2025)

Interfacing Foundation Models' Embeddings
by: Zou, Xueyan, et al.
Published: (2023)

Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters
by: Wang, Weizhi, et al.
Published: (2024)

ShowUI: One Vision-Language-Action Model for GUI Visual Agent
by: Lin, Kevin Qinghong, et al.
Published: (2024)

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
by: Zhang, Yi-Fan, et al.
Published: (2025)

Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation
by: Pennec, Galann, et al.
Published: (2025)

Top-Down Compression: Revisit Efficient Vision Token Projection for Visual Instruction Tuning
by: li, Bonan, et al.
Published: (2025)

StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis
by: Tang, Zecheng, et al.
Published: (2024)

GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices
by: Lu, Xudong, et al.
Published: (2025)

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
by: Xia, Peng, et al.
Published: (2024)

DisCo: Disentangled Control for Realistic Human Dance Generation
by: Wang, Tan, et al.
Published: (2023)

SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
by: Hong, Yining, et al.
Published: (2024)

MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment
by: Liu, Jihao, et al.
Published: (2024)

Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding
by: Yu, Runpeng, et al.
Published: (2025)

xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
by: Xue, Le, et al.
Published: (2024)