SAN JOSE, Calif., Nov. 27, 2024 /PRNewswire/ -- Motiff Technologies announced the successful development of MLLM by Motiff, a specialized multimodal large language model designed to revolutionize user interface (UI) design. This innovative AI model demonstrates exceptional capabilities in understanding, analyzing, and generating UI-related content, marking a significant advancement in design technology.
The MLLM by Motiff outperforms existing solutions in several key areas, including interface description, component recognition, and task automation. In benchmark tests, it achieved remarkable scores across multiple evaluation metrics, surpassing Apple's Ferret-UI and matching or exceeding Google's ScreenAI in specific capabilities.
Motiff Demonstrates Superior Performance of MLLM in Evaluation Study
"Our model represents a fundamental shift in how we approach UI design," says Wei Zhao, AI Lab Researcher at Motiff. "By focusing on high-resolution processing and domain-specific training, we've created a tool that truly understands the nuances of user interface design."
Key achievements of MLLM by Motiff include:
- Superior performance in Widget Captioning with a Cider Score of 161.77
- Exceptional accuracy in Screen2Words tasks, achieving a Cider Score of 121.19
- Strong capabilities in interface automation and reference expression tasks, with scores of 86.09 and 85.13 respectively
The development of MLLM by Motiff involved processing tens of millions of multimodal training data samples, incorporating both mobile and web interface examples. The model's architecture enables high-resolution input processing, allowing for precise recognition and understanding of fine-grained UI elements.
This breakthrough technology positions Motiff at the forefront of AI-powered design tools, offering designers unprecedented capabilities in creating and optimizing user interfaces. The model's ability to understand context, generate accurate descriptions, and process complex visual information makes it an invaluable asset for modern design workflows.
Looking ahead, Motiff plans to integrate this technology into its product suite, enabling designers to leverage AI capabilities for more efficient and innovative UI design processes. The company remains committed to its vision of "unbounded creativity for designers" through the strategic application of advanced AI technologies.
About Motiff
Motiff is a revolutionary AI-powered professional design tool that empowers creators to unlock new levels of productivity and inspiration. Unveiled at the prestigious SuperAI Singapore Summit on June 5, 2024, Motiff stands out as a comprehensive, superior-performing solution in the era of AI-driven design.
With its innovative AI features, Motiff redefines the design process, enhancing efficiency, igniting creativity, and boosting productivity. By seamlessly integrating cutting-edge AI technologies, Motiff streamlines workflows, automates repetitive tasks, and provides intelligent suggestions, allowing designers to focus on their creative vision.
To learn more about Motiff's groundbreaking features, visit: www.motiff.com
source: Motiff
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