conftrace_

multi-image reasoning

14 papers

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Co-occurring keywords

multimodal large language model (966) vision-language model (2348) visual reasoning (493) visual question answering (1017) reasoning benchmark (44) large vision-language model (170) slide deck (1) multi-image input (3) geological reasoning (1) visual utility prediction (1)

Papers

The Side Effects of Being Smart: Safety Risks in MLLMs’ Multi-Image Reasoning ACL 2026
OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models ACL 2026
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models AACL 2025
QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 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
From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025
MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024
ReMI: A Dataset for Reasoning with Multiple Images NIPS 2024
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 NIPS 2024
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images AAAI 2023
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering IJCAI 2023