Multiple-Choice Visual Question Answering

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2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Video Evidence Indexing: Learning Where to Look from Video Previews for Token-Budgeted Long-Video Question Answering

    Sep 30, 2026Haowen Guan, Shengzhi Li, Shichao PeiLong Video Question AnsweringVideo Understanding

  2. Spatial Action Review: A Visual Analytics Dashboard for Auditing Language-to-Action Hand-offs in Electron Microscopy

    Sep 21, 2026Samia Mohinta, Albert CardonaMultiple-Choice Visual Question AnsweringElectron Microscopy

    University of Cambridge, UK · MRC Laboratory of Molecular Biology, UK

  3. When Do Frozen VLMs Respond to Image-Free Object-Token Edits? An Answer-Key-Free Protocol and What It Reveals

    Sep 3, 2026Wonbin Son, Gyumun Choi, Junil Seo +3Frozen Vision-Language ModelsMultiple-Choice Visual Question Answering

    Changwon National University · Chung-Ang University

  4. Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence

    Aug 13, 2026Jakub Pokrywka, Łukasz Grzybowski, Antoni Lasik +3Medical Visual Question AnsweringMultiple-Choice Visual Question Answering

    Adam Mickiewicz University · ARAAI Poland · NASK National Research Institute +2

  5. Witness Evidence Portfolios: Single-Prefill Risk Detection for Closed Multimodal Answers

    Jul 30, 2026Fexiang Liu, Shiye Wang, Qiang Qiu +1Reference-Guided Multimodal In-Context VerificationMultiple-Choice Visual Question Answering

    1State Key Laboratory of AI Safety, Institute of Computing Technology, CAS · University of Chinese Academy of Sciences

  6. More with Less: a Large Scale Remote Sensing VLM with a Simple Recipe

    Jul 17, 2026Stefan Maria Ailuro, Mario Markov, Mohammad Mahdi +2Remote SensingRecent Vision-Language Models

    INSAIT, Sofia University "St. Kliment Ohridski"

  7. What Does Your Short-Answer VQA Score Actually Measure? Evaluator-Dependent Instability in Multimodal Short-Answer Benchmarks

    Jul 11, 2026Guanhua Ye, Niu Jingbin, Yan Li +4Multiple-Choice Visual Question AnsweringAnswer

    Beijing University of Posts and Telecommunications Beijing, China

  8. Q-TriM: Question-Guided Tri-Modal Attention for Audio-Visual Question Answering

    Jul 4, 2026SungHun Kim, SeungJun BaekAudio-Visual ReasoningCross-Modal Attention

    Dept. of Computer Science and Engineering Korea University Seoul, South Korea

  9. CORTEX: A Structured Reasoning Benchmark for Trustworthy 3D Chest CT MLLMs

    Jun 25, 2026Hashmat Shadab Malik, Anees Ur Rehman Hashmi, Numan Saeed +3Clinical Reasoning TrainingRadiology Report Generation

    MBZUAI, Abu Dhabi, UAE · Hasso Plattner Institute, Potsdam, Germany · Khalifa University, Abu Dhabi, UAE

  10. Multilingual Hematology Visual Question Answering Dataset

    Jun 24, 2026Hajra Malik, Hafiza Tooba Aftab, Abdul Rehman +2Multilingual Healthcare Q&AUrdu

    Information Technology University, Lahore · King Edward Medical University, Lahore

  11. A Benchmark for Hallucination Detection in VLMs for Gastrointestinal Endoscopy

    Jun 23, 2026Aminu Lawal, Niyoj Oli, Sachin Acharya +3Hallucination DetectionMedical Vision-Language Models

    University of Aberdeen, Aberdeen, United Kingdom · Nepal Applied Mathematics and Informatics Institute for Research, Lalitpur, Nepal · West Virginia University, Morgantown, WV, United States

  12. MM-Snowball: Evaluating and Mitigating Hallucination Snowballing in Multimodal Multi-Turn Dialogue

    May 30, 2026Yue Jiang, Xue Jiang, Lihua Zhang +6Large Language Model HallucinationHallucination Mitigation

    College of Intelligent Robotics and Advanced Manufacturing, Fudan University · Southern University of Science and Technology · TMLR Group, Hong Kong Baptist University +3

  13. Revisiting Change VQA in Remote Sensing with Structured and Native Multimodal Qwen Models

    Apr 20, 2026Yakoub Bazi, Mohamad M. Al Rahhal, Mansour Zuair +1Remote SensingLarge Multimodal Models

    Computer Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia · Applied Computer Science Department, College of Applied Computer Science, King Saud University, Riyadh 11543, Saudi Arabia

  14. AIM: Asymmetric Information Masking for Visual Question Answering Continual Learning

    Apr 16, 2026Peifeng Zhang, Zice Qiu, Donghua Yu +4Knowledge-Based Visual Question AnsweringMultiple-Choice Visual Question Answering

    Sun Yat-Sen University · National Supercomputing Center in Shenzhen · Tsinghua University

  15. Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering

    Dec 4, 2025Marco Pintore, Maura Pintor, Dimosthenis Karatzas +1Multiple-Choice Visual Question AnsweringDocument

    University of Cagliari, Italy · CINI, Italy · Computer Vision Center, UAB, Spain

  16. Unexplored flaws in multiple-choice VQA make benchmarking unreliable

    Nov 27, 2025Fabio Rosenthal, Sebastian Schmidt, Thorsten Graf +3Multiple-Choice Visual Question Answering

    Technical University of Munich · Volkswagen AG · Helmholtz AI +1