ProtoVQA matches questions to visual prototypes and enforces spatially constrained evidence. Evaluated on Visual7W, it achieved competitive accuracy and higher explanation fidelity (Sept 2025). https://getnews.me/protovqa-explainable-prototype-framework-for-visual-qa/ #visualqa #prototype

Surgical-MambaLLM, a multimodal LLM using Mamba2, showed higher accuracy and better localization on EndoVis17‑VQLA and EndoVis18‑VQLA benchmarks, Sep 20 2025. https://getnews.me/surgical-mamballm-boosts-ai-driven-visual-qa-in-robotic-surgery/ #surgicalmamballm #visualqa

Just saw Gemini 3 Flash crush video, data & visual Q&A in real‑time. Its new transformer core + on‑device tricks make multimodal reasoning feel instant. Curious how it works? Dive in! #Gemini3Flash #MultimodalReasoning #VisualQA

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