Preprint
Aug 2026
FAU at ImageCLEF 2026 Task on Multimodal Reasoning Robust Candidate Scoring and Concise Multilingual Visual Answering
The central finding is that robust output control is as important as model choice for robust reasoning over multilingual educational and scientific images with dense text, diagrams, charts, tables, formulas, and units.
M. Basem, Vincent Christlein
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