multi-image reasoning

Fine-Grained Multi Image Object Hallucination Benchmark CVPR 2026 Mimic Human Cognition, Master Multi-Image Reasoning: A Meta-Action Framework for Enhanced Visual Understanding CVPR 2026 OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models ACL 2026 The Side Effects of Being Smart: Safety Risks in MLLMs’ Multi-Image Reasoning ACL 2026 Will Multimodal Models Be Dazzled by Multi-Image Visual Puzzles? CVPR 2026 From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025 Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025 QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025 STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning EMNLP 2025 Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025 Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024 MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model NeurIPS 2024 MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024 ReMI: A Dataset for Reasoning with Multiple Images NeurIPS 2024 Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering IJCAI 2023 SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images AAAI 2023