Researchers from UCLA, University of Washington, and Microsoft Introduce MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4v, BARD, and Other Large Multimodal Models

Researchers from UCLA, University of Washington, and Microsoft Introduce MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4v, BARD, and Other Large Multimodal Models AI News, AI, AI tools, Innovation, itinai.com, Janhavi Lande, LLM, MarkTechPost, t.me/itinai 🚀 Introducing MathVista: Enhancing Mathematical Reasoning in Visual Contexts 🚀 Exciting news from researchers at UCLA, University of Washington, and Microsoft! They've introduced MathVista, a groundbreaking benchmark that addresses the need for comprehensive mathematical reasoning in visual contexts within AI systems. MathVista brings together challenges from various mathematical and visual tasks, comprising 6,141 examples sourced from 28 existing multimodal datasets related to mathematics and three newly developed datasets. 🔍 Practical Applications in AI 🔍 MathVista encompasses a diverse range of visual contexts, including natural images, geometry diagrams, abstract scenes, synthetic scenes, figures, charts, and plots. It incorporates 28 existing multimodal datasets, comprising 9 math-targeted question-answering datasets and 19 VQA datasets. The benchmark focuses on five primary tasks: figure question answering, geometry problem solving, math word problem, textbook question answering, and visual question answering. 📊 Research Findings and Practical Solutions 📊 The study extensively tested 12 leading foundation models, revealing that GPT-4V, the latest multimodal version of GPT-4, achieves a state-of-the-art accuracy of 49.9%, a significant 15.1% improvement over other models. This provides valuable insights for further refining mathematical reasoning in multimodal AI systems. 🤖 AI Solutions for Middle Managers 🤖 For middle managers seeking to leverage AI for their businesses, it is essential to identify automation opportunities, define measurable KPIs, select suitable AI solutions, and implement them gradually. Connect with us at hello@itinai.com for AI KPI management advice and continuous insights into leveraging AI. 💡 Practical AI Solution: AI Sales Bot 💡 Consider the AI Sales Bot from itinai.com/aisalesbot, designed to automate customer engagement 24/7 and manage interactions across all customer journey stages. Discover how AI can redefine your sales processes and customer engagement. 🔗 List of Useful Links 🔗 - AI Lab in Telegram @aiscrumbot – free consultation - Researchers from UCLA, University of Washington, and Microsoft Introduce MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4v, BARD, and Other Large Multimodal Models - MarkTechPost - Twitter – @itinaicom Let's revolutionize mathematical reasoning in visual contexts with AI! #AI #MathVista #MathematicalReasoning #AIApplications #VisualContexts