Title
Jina-VLM: Small Multilingual Vision Language Model Andreas Koukounas Georgios Mastrapas Florian Hönicke Sedigheh Eslami Guillaume Roncari Scott Martens Han Xiao MLLM 311 0 0 03 Dec 2025
LocateAnything3D: Vision-Language 3D Detection with Chain-of-Sight Yunze Man S. S. Wang Guowen Zhang Johan Bjorck Zhiqi Li Liang-Yan Gui Jim Fan Jan Kautz Yu Wang Zhiding Yu 121 0 0 25 Nov 2025
DocPTBench: Benchmarking End-to-End Photographed Document Parsing and Translation Yongkun Du Pinxuan Chen Xuye Ying Z. Chen 124 0 0 23 Nov 2025
VCU-Bridge: Hierarchical Visual Connotation Understanding via Semantic Bridging Ming Zhong Y. Wang Liuzhou Zhang Arctanx An Renrui Zhang Hao Liang Ming Lu Ying Shen Wentao Zhang 216 0 0 22 Nov 2025
Long Grounded Thoughts: Distilling Compositional Visual Reasoning Chains at ScaleAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 David Acuna Chao-Han Huck Yang Yuntian Deng Jaehun Jung Ximing Lu Prithviraj Ammanabrolu Hyunwoo J. Kim Yuan-Hong Liao Yejin Choi ReLM OffRL LRM 331 1 0 07 Nov 2025
Qianfan-VL: Domain-Enhanced Universal Vision-Language Models Daxiang Dong Mingming Zheng Dong Xu Bairong Zhuang W. Zhang ... Ruchang Yao Ziye Yuan J. Wu Guangjun Xie Dou Shen VLM 83 1 0 19 Sep 2025
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Weiyun Wang Zhangwei Gao Lixin Gu Hengjun Pu Long Cui ... Bowen Zhou Kai Chen Yu Qiao Wenhai Wang Gen Luo MLLM LRM 290 246 0 25 Aug 2025
A Metric for MLLM Alignment in Large-scale Recommendation Yubin Zhang Yanhua Huang Haiming Xu Mingliang Qi Chang Wang Jiarui Jin Xiangyuan Ren Xiaodan Wang Ruiwen Xu OffRL 93 0 0 07 Aug 2025
HW-MLVQA: Elucidating Multilingual Handwritten Document Understanding with a Comprehensive VQA Benchmark Aniket Pal Ajoy Mondal Minesh Mathew C. V. Jawahar VLM 88 0 0 21 Jul 2025
The Multilingual Divide and Its Impact on Global AI Safety Aidan Peppin Julia Kreutzer Alice Schoenauer Sebag Kelly Marchisio Beyza Ermis ... Wei-Yin Ko Ahmet Üstün Matthias Gallé Marzieh Fadaee Sara Hooker ELM 300 2 0 27 May 2025
Chart-to-Experience: Benchmarking Multimodal LLMs for Predicting Experiential Impact of ChartsIEEE Pacific Visualization Symposium (PacificVis), 2025 Seon Gyeom Kim Jae Young Choi Ryan Rossi Eunyee Koh Tak Yeon Lee 259 2 0 23 May 2025
Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning Jinghui Lu Haiyang Yu Siliang Xu Shiwei Ran Guozhi Tang ... Teng Fu Hao Feng Jingqun Tang Hongru Wang Can Huang LRM 377 13 0 21 May 2025
VoQA: Visual-only Question Answering Jianing An Luyang Jiang Jie Luo Wenjun Wu Lei Huang LRM 311 0 0 20 May 2025
Dolphin: Document Image Parsing via Heterogeneous Anchor PromptingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Hao Feng Shu Wei Xiang Fei Wei Shi Yingdong Han ... Qi Liu Chunhui Lin Jingqun Tang Hao Liu Can Huang 312 18 0 20 May 2025
Advancing Sequential Numerical Prediction in Autoregressive ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Xiang Fei Jinghui Lu Qi Sun Hao Feng Yanjie Wang Wei Shi An-Lan Wang Jingqun Tang Can Huang AI4TS 547 5 0 19 May 2025
Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues? Haibin He Maoyuan Ye Jing Zhang Xiantao Cai Juhua Liu Bo Du Dacheng Tao LRM 357 3 0 19 May 2025
LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images? Maoyuan Ye Jing Zhang Juhua Liu Bo Du Dacheng Tao Bo Du LRM 542 1 0 18 May 2025
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? An-Lan Wang Jingqun Tang Liao Lei Hao Feng Qi Liu ... Wen Liu Hao Liu Wenshu Fan Xiang Bai Can Huang 379 3 0 16 May 2025
PsOCR: Benchmarking Large Multimodal Models for Optical Character Recognition in Low-resource Pashto Language Ijazul Haq Yingjie Zhang Irfan Ali Khan 308 0 0 15 May 2025
Seed1.5-VL Technical Report D. Guo Faming Wu Feida Zhu Fuxing Leng Guang Shi ... Kai Hua Kai Liu Kai Shen Jianchao Tan Ke Shen MLLM VLM LRM 191 158 0 11 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Qi Zhang Tat-Seng Chua Tianwei Zhang ALM ELM 528 22 0 26 Apr 2025
Benchmarking Vision Language Models on German Factual DataArtificial Intelligence Applications and Innovations (AIAI), 2025 René Peinl Vincent Tischler CoGe 331 1 0 15 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Ziwei Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 537 770 1 14 Apr 2025
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?Computer Vision and Pattern Recognition (CVPR), 2025 Fengxiang Wang Hongru Wang Mingshuo Chen Haiyan Zhao Yulin Wang ... L. Lan Wenjing Yang Jing Zhang Zhiyuan Liu Maosong Sun 316 24 0 31 Mar 2025
TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation Yuheng Feng Jianhui Wang Kun Li Sida Li Tianyu Shi Haoyue Han Miao Zhang Xueqian Wang DiffM 1.1K 0 0 22 Mar 2025
PP-DocBee: Improving Multimodal Document Understanding Through a Bag of Tricks Feng Ni Kui Huang Yao Lu Wenyu Lv Guanzhong Wang Zeyu Chen Wenshu Fan VLM 440 2 0 06 Mar 2025
Task-Oriented 6-DoF Grasp Pose Detection in CluttersIEEE International Conference on Robotics and Automation (ICRA), 2025 An-Lan Wang Nuo Chen Kun-Yu Lin Li Yuan-Ming Wei-Shi Zheng 305 5 0 24 Feb 2025
Cross-Modal Synergies: Unveiling the Potential of Motion-Aware Fusion Networks in Handling Dynamic and Static ReID Scenarios Fuxi Ling Hongye Liu Guoqiang Huang Jing Li Hong Wu Zhihao Tang 419 0 0 02 Feb 2025
Detection of AI Deepfake and Fraud in Online Payments Using GAN-Based Models Zong Ke Shicheng Zhou Yining Zhou Chia Hong Chang Rong Zhang 297 30 0 13 Jan 2025
OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning Ling Fu Biao Yang Zhebin Kuang Jiajun Song Yuzhe Li ... Jingqun Tang Wei Chen Lianwen Jin Yunxing Liu Xiang Bai 339 22 0 31 Dec 2024
Attentive Eraser: Unleashing Diffusion Model's Object Removal Potential via Self-Attention Redirection GuidanceAAAI Conference on Artificial Intelligence (AAAI), 2024 Wenhao Sun Benlei Cui Xue-Mei Dong Jingqun Tang DiffM 755 29 0 17 Dec 2024
MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes Benchmark Bin Shan Xiang Fei Wei Shi An-Lan Wang Guozhi Tang Lei Liao Jingqun Tang Xiang Bai Can Huang VLM 221 7 0 15 Oct 2024
SELU: Self-Learning Embodied MLLMs in Unknown Environments Boyu Li Haobin Jiang Haobin Jiang Weishuai Zeng Haoran Li Dongbin Zhao Zongqing Lu LRM 184 6 0 04 Oct 2024
A Survey on Multimodal Benchmarks: In the Era of Large AI Models Lin Li Guikun Chen Hanrong Shi Jun Xiao Long Chen 335 23 0 21 Sep 2024
A Survey on Evaluation of Multimodal Large Language Models Jiaxing Huang Jingyi Zhang LM&MA ELM LRM 298 42 0 28 Aug 2024
ParGo: Bridging Vision-Language with Partial and Global ViewsAAAI Conference on Artificial Intelligence (AAAI), 2024 An-Lan Wang Bin Shan Wei Shi Kun-Yu Lin Xiang Fei Guozhi Tang Lei Liao Jingqun Tang Can Huang Wei-Shi Zheng MLLM VLM 502 21 0 23 Aug 2024
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?International Conference on Learning Representations (ICLR), 2024 Yi-Fan Zhang Huanyu Zhang Haochen Tian Chaoyou Fu Shuangqing Zhang ... Qingsong Wen Zhang Zhang Liwen Wang Rong Jin Tieniu Tan OffRL 346 131 0 23 Aug 2024
Contextual Bandits for Unbounded Context Distributions Puning Zhao Yan Han Zhe Liu Huiwen Wu Qin Zhang Zong Ke Tianhang Zheng 517 12 0 19 Aug 2024
Harmonizing Visual Text Comprehension and Generation Zhen Zhao Jingqun Tang Binghong Wu Chunhui Lin Shubo Wei Hao Liu Xin Tan Zhizhong Zhang Can Huang Yuan Xie VLM 312 37 0 23 Jul 2024
IMAGDressing-v1: Customizable Virtual Dressing Fei Shen Xin Jiang Xin He Hu Ye Cong Wang Yutong Gao Zechao Li Jinghui Tang DiffM 261 99 0 17 Jul 2024
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models Haodong Duan Xinyu Fang Junming Yang Xiangyu Zhao Lin Chen ... Yuhang Zang Pan Zhang Jiaqi Wang Dahua Lin Kai Chen LM&MA VLM 708 354 0 16 Jul 2024
A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding Jinghui Lu Haiyang Yu Yanjie Wang Yongjie Ye Jingqun Tang ... Qi Liu Hao Feng Han Wang Hao Liu Can Huang 608 34 0 02 Jul 2024
DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming Jiaxin Zhang Wentao Yang Songxuan Lai Zecheng Xie Lianwen Jin 359 28 0 27 Jun 2024
CVQA: Culturally-diverse Multilingual Visual Question Answering BenchmarkNeural Information Processing Systems (NeurIPS), 2024 David Romero Chenyang Lyu Haryo Akbarianto Wibowo Teresa Lynn Injy Hamed ... Oana Ignat Joan Nwatu Amélie Reymond Thamar Solorio Alham Fikri Aji 301 84 0 10 Jun 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy Weichao Zhao Hao Feng Qi Liu Jingqun Tang Shubo Wei ... Lei Liao Yongjie Ye Hao Liu Houqiang Li Can Huang LMTD 265 46 0 03 Jun 2024
ViOCRVQA: Novel Benchmark Dataset and Vision Reader for Visual Question Answering by Understanding Vietnamese Text in Images Huy Quang Pham Thang Kien-Bao Nguyen Quan Van Nguyen Dan Quang Tran Nghia Hieu Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen 209 10 0 29 Apr 2024
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Zhe Chen Weiyun Wang Hao Tian Shenglong Ye Zhangwei Gao ... Tong Lu Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang MLLM VLM 514 975 0 25 Apr 2024
TextSquare: Scaling up Text-Centric Visual Instruction Tuning Jingqun Tang Chunhui Lin Zhen Zhao Shubo Wei Binghong Wu ... Yuliang Liu Xiang Bai Can Huang Xiang Bai Can Huang LRM VLM MLLM 444 42 0 19 Apr 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HDNeural Information Processing Systems (NeurIPS), 2024 Xiao-wen Dong Pan Zhang Yuhang Zang Yuhang Cao Sijin Yu ... Xingcheng Zhang Jifeng Dai Yuxin Qiao Dahua Lin Yuan Liu VLM MLLM 260 159 0 09 Apr 2024
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models Yanwei Li Yuechen Zhang Chengyao Wang Zhisheng Zhong Yixin Chen Ruihang Chu Shaoteng Liu Jiaya Jia VLM MLLM MoE 382 323 0 27 Mar 2024