Papers

• Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model (2025)
  Gregor Geigle et al.
  1.28
• The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering (2025)
  Zhuowei Li et al.
  1.28
• MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching (2025)
  Fabian David Schmidt et al.
  1.28
• Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning (2025)
  Yufei Zhan et al.
  1.28
• OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning (2025)
  Zhaochen Su et al.
  1.28
• ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models (2025)
  Liyan Tang et al.
  1.28
• FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting (2025)
  Zefeng He et al.
  1.28
• MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion (2025)
  Haoyi Qiu et al.
  1.28
• World in a Frame: Understanding Culture Mixing as a New Challenge for Vision-Language Models (2025)
  Eunsu Kim et al.
  1.28
• MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs (2024)
  Ziyu Liu et al.
  —
• MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models (2024)
  Peng Xia et al.
  —
• MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models (2024)
  Ziyu Liu et al.
  —
• Discriminative Fine-tuning of LVLMs (2024)
  Yassine Ouali et al.
  —