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MMBench: Is Your Multi-modal Model an All-around Player?
v1v2v3v4 (latest)

MMBench: Is Your Multi-modal Model an All-around Player?

European Conference on Computer Vision (ECCV), 2023
12 July 2023
Yuanzhan Liu
Haodong Duan
Yuanhan Zhang
Yue Liu
Songyang Zhang
Wangbo Zhao
Yike Yuan
Yuan Liu
Conghui He
Ziwei Liu
Kai-xiang Chen
Dahua Lin
ArXiv (abs)PDFHTMLHuggingFace (5 upvotes)

Papers citing "MMBench: Is Your Multi-modal Model an All-around Player?"

50 / 687 papers shown
VideoAds for Fast-Paced Video Understanding
VideoAds for Fast-Paced Video Understanding
Zheyuan Zhang
Monica Dou
Linkai Peng
Hongyi Pan
Ulas Bagci
Boqing Gong
VLM
302
2
0
12 Apr 2025
Data Metabolism: An Efficient Data Design Schema For Vision Language Model
Data Metabolism: An Efficient Data Design Schema For Vision Language Model
Jingyuan Zhang
Hongzhi Zhang
Zhou Haonan
Chenxi Sun
Xingguang Ji
Jiakang Wang
Fanheng Kong
Wenshu Fan
Qi Wang
Fuzheng Zhang
VLM
389
2
0
10 Apr 2025
MM-IFEngine: Towards Multimodal Instruction Following
MM-IFEngine: Towards Multimodal Instruction Following
Shengyuan Ding
Shenxi Wu
Xiangyu Zhao
Yuhang Zang
Haodong Duan
Xiaoyi Dong
Pan Zhang
Yuhang Cao
Dahua Lin
Jiaqi Wang
OffRL
524
20
0
10 Apr 2025
Kimi-VL Technical Report
Kimi-VL Technical Report
Kimi Team
Angang Du
B. Yin
Bowei Xing
Bowen Qu
...
Longxiang Zhang
Zhe Chen
Zijia Zhao
Ziwei Chen
Zongyu Lin
MLLMVLMMoE
994
144
0
10 Apr 2025
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
Yijun Liang
Ming Li
Chenrui Fan
Ziyue Li
Dang Nguyen
Kwesi Cobbina
Shweta Bhardwaj
Jiuhai Chen
Fuxiao Liu
Tianyi Zhou
VLMCoGe
384
12
0
10 Apr 2025
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Xinze Wang
Zhiyong Yang
Chao Feng
Hongjin Lu
Linjie Li
Chung-Ching Lin
Kevin Qinghong Lin
Furong Huang
Lijuan Wang
OODDReLMLRMVLM
599
75
0
10 Apr 2025
Perception-R1: Pioneering Perception Policy with Reinforcement Learning
Perception-R1: Pioneering Perception Policy with Reinforcement Learning
En Yu
Kangheng Lin
Liang Zhao
Jisheng Yin
Yana Wei
...
Zheng Ge
Xiangyu Zhang
Daxin Jiang
Jingyu Wang
Wenbing Tao
VLMOffRLLRM
319
58
0
10 Apr 2025
V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models
V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models
Xiangxi Zheng
Linjie Li
Zhiyong Yang
Ping Yu
Alex Jinpeng Wang
Rui Yan
Yuan Yao
Lijuan Wang
LRM
363
3
0
08 Apr 2025
On the Suitability of Reinforcement Fine-Tuning to Visual Tasks
On the Suitability of Reinforcement Fine-Tuning to Visual Tasks
X. Chen
Wei Li
Chunxu Liu
Chi Xie
Xiaoyan Hu
Chengqian Ma
Feng Zhu
Rui Zhao
ReLMLRM
352
3
0
08 Apr 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts
Yimu Wang
Mozhgan Nasr Azadani
Sean Sedwards
Krzysztof Czarnecki
MoEMLLM
288
2
0
07 Apr 2025
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning
Xianwei Zhuang
Yuxin Xie
Yufan Deng
Dongchao Yang
Liming Liang
Jinghan Ru
Yuguo Yin
Yuexian Zou
342
15
0
03 Apr 2025
Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models
Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models
José P. Pombal
Nuno M. Guerreiro
Ricardo Rei
André F. T. Martins
ALM
584
8
0
01 Apr 2025
AirCache: Activating Inter-modal Relevancy KV Cache Compression for Efficient Large Vision-Language Model Inference
AirCache: Activating Inter-modal Relevancy KV Cache Compression for Efficient Large Vision-Language Model Inference
Kai Huang
Hao Zou
Bochen Wang
Ye Xi
Zhen Xie
Hao Wang
VLM
382
0
0
31 Mar 2025
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
Qihan Huang
Long Chan
Jinlong Liu
Wanggui He
Hao Jiang
Weilong Dai
Jingyuan Chen
Chang Yao
Jie Song
LRM
314
18
0
31 Mar 2025
Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs
Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs
Sanjoy Chowdhury
Hanan Gani
Nishit Anand
Sayan Nag
Ruohan Gao
Mohamed Elhoseiny
Salman Khan
Dinesh Manocha
LRM
438
6
0
29 Mar 2025
Unicorn: Text-Only Data Synthesis for Vision Language Model Training
Unicorn: Text-Only Data Synthesis for Vision Language Model Training
Xiaomin Yu
Pengxiang Ding
Donglin Wang
Siteng Huang
Songyang Gao
Chengwei Qin
Kejian Wu
Zhaoxin Fan
Ziyue Qiao
Donglin Wang
MLLMSyDa
247
2
0
28 Mar 2025
Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis
Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-AnalysisComputer Vision and Pattern Recognition (CVPR), 2025
J. Huang
Baoxiong Jia
Longji Xu
Ziyu Zhu
Xiongkun Linghu
Qing Li
Song-Chun Zhu
Siyuan Huang
393
18
0
28 Mar 2025
Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models
Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models
Runpeng Dai
Run Yang
Fan Zhou
Hongtu Zhu
307
0
0
28 Mar 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
Size Wu
Feiyu Xiong
Lumin Xu
Sheng Jin
Zhonghua Wu
Qingyi Tao
Wentao Liu
Wei Li
Chen Change Loy
VGen
987
34
0
27 Mar 2025
InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token Compression
InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token Compression
Dongchen Lu
Yuyao Sun
Zilu Zhang
Leping Huang
Jianliang Zeng
Mao Shu
Huo Cao
421
8
0
27 Mar 2025
On Large Multimodal Models as Open-World Image Classifiers
On Large Multimodal Models as Open-World Image Classifiers
Alessandro Conti
Goran Frehse
Enrico Fini
Yiming Wang
Paolo Rota
Elisa Ricci
VLM
464
3
0
27 Mar 2025
Beyond Intermediate States: Explaining Visual Redundancy through Language
Beyond Intermediate States: Explaining Visual Redundancy through Language
Dingchen Yang
Bowen Cao
Anran Zhang
Weibo Gu
Winston Hu
Guang Chen
VLM
251
2
0
26 Mar 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment
Yucheng Suo
Fan Ma
Linchao Zhu
T. Wang
Fengyun Rao
Yi Yang
LRM
317
5
0
26 Mar 2025
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping
Weili Zeng
Ziyuan Huang
Kaixiang Ji
Manwen Liao
VLM
635
4
0
26 Mar 2025
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy
Yinan Sun
Xiongkuo Min
Zicheng Zhang
Yixuan Gao
Yuhang Cao
Guoquan Zheng
VLM
306
1
0
26 Mar 2025
Dynamic Pyramid Network for Efficient Multimodal Large Language Model
Dynamic Pyramid Network for Efficient Multimodal Large Language Model
Hao Ai
Kunyi Wang
Zezhou Wang
H. Lu
Jin Tian
Yaxin Luo
Peng-Fei Xing
Jen-Yuan Huang
Huaxia Li
Gen Luo
MLLMVLM
369
1
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26 Mar 2025
LangBridge: Interpreting Image as a Combination of Language Embeddings
LangBridge: Interpreting Image as a Combination of Language Embeddings
Jiaqi Liao
Yuwei Niu
Fanqing Meng
Hao Li
Changyao Tian
...
Dianqi Li
X. Zhu
Li Yuan
Jifeng Dai
Yu Cheng
MLLM
361
6
0
25 Mar 2025
RGB-Th-Bench: A Dense benchmark for Visual-Thermal Understanding of Vision Language Models
RGB-Th-Bench: A Dense benchmark for Visual-Thermal Understanding of Vision Language Models
Mehdi Moshtaghi
Siavash H. Khajavi
Joni Pajarinen
VLM
386
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25 Mar 2025
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Kexian Tang
Junyao Gao
Yanhong Zeng
Haodong Duan
Yanan Sun
Zhening Xing
Wenran Liu
Kaifeng Lyu
Kai-xiang Chen
ELMLRM
447
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25 Mar 2025
Scaling Vision Pre-Training to 4K Resolution
Scaling Vision Pre-Training to 4K ResolutionComputer Vision and Pattern Recognition (CVPR), 2025
Baifeng Shi
Boyi Li
Han Cai
Yaojie Lu
Sifei Liu
...
Jan Kautz
Enze Xie
Trevor Darrell
Pavlo Molchanov
Hongxu Yin
CLIP
906
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25 Mar 2025
CoMP: Continual Multimodal Pre-training for Vision Foundation Models
CoMP: Continual Multimodal Pre-training for Vision Foundation Models
Yuxiao Chen
L. Meng
Wujian Peng
Zuxuan Wu
Yu-Gang Jiang
VLM
487
6
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24 Mar 2025
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language ModelComputer Vision and Pattern Recognition (CVPR), 2025
Cheng Yang
Yang Sui
Jinqi Xiao
Lingyi Huang
Yu Gong
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Jinghua Yan
Y. Bai
P. Sadayappan
Helen Zhou
Bo Yuan
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479
20
0
24 Mar 2025
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding
Video-XL-Pro: Reconstructive Token Compression for Extremely Long Video Understanding
Xiangrui Liu
Yan Shu
Zhengyang Liang
Ao Li
Yang Tian
Bo Zhao
VGenVLM
561
30
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24 Mar 2025
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
Xu Zheng
Ziqiao Weng
Yuanhuiyi Lyu
Lutao Jiang
Haiwei Xue
Bin Ren
Danda Pani Paudel
Andrii Zadaianchuk
Luc Van Gool
Xuming Hu
3DV
384
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23 Mar 2025
MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers
MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers
Yang Tian
Zheng Lu
Mingqi Gao
Zheng Liu
Bo Zhao
LRM
414
2
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21 Mar 2025
A Vision Centric Remote Sensing Benchmark
A Vision Centric Remote Sensing Benchmark
Abduljaleel Adejumo
Faegheh Yeganli
Clifford Broni-bediako
Aoran Xiao
Xiangwei Zhu
Mennatullah Siam
403
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0
20 Mar 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025
Jin Wang
Chenghui Lv
Xian Li
Shichao Dong
Huadong Li
Kelu Yao
Chao Li
Wenqi Shao
Ping Luo
423
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VisNumBench: Evaluating Number Sense of Multimodal Large Language Models
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models
Tengjin Weng
Jingyi Wang
Wenhao Jiang
Zhong Ming
VLMLRM
290
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DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies
Wei Song
Longji Xu
Zijia Song
Yadong Li
Haoze Sun
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Kaicheng Yu
401
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18 Mar 2025
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM
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Xinyu Fang
Zheyu Chen
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Lixin Ma
Shengyuan Ding
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Zicheng Zhang
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Kai Chen
Dahua Lin
MLLM
343
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Growing a Twig to Accelerate Large Vision-Language Models
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Zhenwei Shao
Mingyang Wang
Zhou Yu
Wenwen Pan
Yan Yang
Tao Wei
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Wei Chen
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VLM
368
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Aligning Multimodal LLM with Human Preference: A Survey
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Tieniu Tan
838
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Can Large Vision Language Models Read Maps Like a Human?
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Shuo Xing
Zezhou Sun
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Yanjia Huang
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391
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Squeeze Out Tokens from Sample for Finer-Grained Data Governance
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Weixiong Lin
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Yuheng Jiao
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NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models
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Sung-Yeon Park
Can Cui
Yunsheng Ma
Ahmadreza Moradipari
Rohit Gupta
Kyungtae Han
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257
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ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning
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Baohao Liao
Christian Herold
Seyyed Hadi Hashemi
Stefan Vasilev
Shahram Khadivi
Christof Monz
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Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference
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Cheng Yuan
Ziqiang Liu
Jiashu Lv
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Yufei Jiang
Jing Zhang
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356
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From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration
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Mingyang Song
Xiaoye Qu
Jiawei Zhou
Yu Cheng
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HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model
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Fanhu Zeng
Ziwei Xiang
Fei Zhu
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400
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MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling
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Yingyue Li
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Mamba
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