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    3. Show Lab, National University of Singapore

    Show Lab, National University of Singapore

    Show Lab is a National University of Singapore research lab led by Mike Zheng Shou that studies multimodal intelligence: the synergy and conversion among image, video, language, audio and tactile modalities. Its work spans video understanding, multimodal models, video generation, GUI/computer-use agents and embodied/robotic agents.

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    At a Glance

    1Tool Listed
    8Products
    9Capabilities
    Discussions
    SingaporeHeadquarters
    2021Est.
    $3.2MRaised
    Focus Areas
    Autonomous Systems
    Agent Frameworks
    Agent Harness
    Connect
    Latest News
    NUS announced that Mike Shou was named a 2026 Asian Young Scientist Fellow; the fellowship supports his Video-Language-Action and Video World Model research.Sep 10, 2026
    Show-Harness public release: embodied harness, GUMI collectors, plugins, training pipeline, six LoRA adapters and demonstration data.Sep 2026
    Markets
    • Universities and academic AI/robotics researchers
    • AI model and developer communities
    • Technology companies working on video, multimodal AI, GUI agents and robotics
    • Media, journalism, filmmaking and online-content creators
    • +2 more

    AI Tools by Show Lab, National University of Singapore

    (1)
    View Show-Harness
    Show-Harness tool icon

    Show-Harness

    Open Source VLM Robot Control

    Agent HarnessAutonomous SystemsAgent Frameworks

    Discussions

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    Latest News

    09/10/2026

    NUS announced that Mike Shou was named a 2026 Asian Young Scientist Fellow; the fellowship supports his Video-Language-Action and Video World Model research.

    comp.nus.edu.sg
    09/2026

    Show-Harness public release: embodied harness, GUMI collectors, plugins, training pipeline, six LoRA adapters and demonstration data.

    github.com
    12/31/2025

    Show Lab released ShowUI-Aloha for human-taught computer use on Windows and macOS and ShowUI-π for GUI dragging.

    github.com
    09/2025

    Show-o2 released 1.5B and 7B models with video understanding, unified text/image/video generation and training/inference code.

    github.com

    Products & Services

    8
    Show-Harness
    September 2026

    An Apache-2.0 embodied harness that lets vision-language models control robots through a compact semantic action interface. It supports zero-shot frontier VLM control, fine-tuned open models, embodiment-specific interpreters, GUMI browser-based demonstration collection, real robots and simulation; associated models and data are released through Hugging Face.

    ShowUI
    November 2024

    An open-source, lightweight, end-to-end vision-language-action model for GUI agents and computer use. It offers a 2B model, Hugging Face demo/model, iterative grounding refinement, quantization, local desktop execution, navigation-task support, API calling and integrations with Qwen2VL/Qwen2.5VL.

    ShowUI-Aloha
    December 31, 2025

    A human-taught computer-use agent for real Windows and macOS desktops, supporting a human demonstration/recording workflow.

    ShowUI-π
    December 31, 2025

    A 450M flow-based vision-language-action model for unified GUI dragging and dexterous GUI control.

    Market Position

    Show Lab positions itself as an academic, open-research group at the intersection of multimodal video intelligence, generation and action. Its differentiators are unified understanding-and-generation models (Show-o), open video-diffusion work (Show-1/Tune-A-Video), lightweight GUI vision-language-action models (ShowUI), and a shared semantic interface that lets general VLMs control robots (Show-Harness). Relevant comparison points include proprietary frontier VLMs and agent platforms from Google, OpenAI and Anthropic, open VLA/robot-policy projects such as π0.5 and GR00T, and GUI-agent projects such as OSWorld, Mind2Web and computer-use implementations.

    Leadership

    Founders

    MZ

    Mike Zheng Shou

    Assistant Professor with joint appointments in NUS Computer Science and Electrical & Computer Engineering; Presidential Young Professor and National Research Foundation Singapore Fellow. He earned his PhD from Columbia University, interned at a Bay Area startup and Microsoft Research, and was a Research Scientist at Facebook AI developing video AI platforms and models before joining NUS in May 2021.

    Executive Team

    MZ

    Mike Zheng Shou

    Founder and Lab Director; Assistant Professor, NUS; Presidential Young Professor; NRF Fellow

    Former Facebook AI Research Scientist; PhD from Columbia University; prior Microsoft Research and Bay Area startup internships. His research focuses on multimodal video intelligence, video generation, GUI/computer-use agents and video-language-action/robotic agents.

    Founding Story

    Show Lab was established when Mike Shou joined NUS in 2021 with an NRF Fellowship, which supported him in quickly building an independent research group. The initial vision was to develop video AI that uses the multimodal nature of video for practical assistance, including video understanding, creation, robotics, smart-city monitoring and other real-world applications.

    Business Model

    Revenue Model

    Show Lab is an academic research lab rather than a commercial company. Its outputs are primarily research papers, open-source repositories, open model checkpoints, datasets and demos; the public sources do not describe subscriptions, API billing or commercial licensing for the lab as a whole.

    Target Markets

    Industries & Segments
    • Universities and academic AI/robotics researchers
    • AI model and developer communities
    • Technology companies working on video, multimodal AI, GUI agents and robotics
    • Media, journalism, filmmaking and online-content creators
    • Autonomous-vehicle, AR/smart-glasses and smart-city developers
    • Healthcare and scientific-discovery robotics
    Use Cases
    • Research and development in multimodal AI, computer vision and deep learning
    • Video understanding, retrieval, captioning, summarization and recommendation
    • Text-to-video generation, video editing and creative-content production
    • GUI automation, computer-use assistants and desktop navigation
    • Robotic manipulation, embodied agents, robot learning and healthcare/scientific robots
    • Augmented-reality/smart-glasses perception and egocentric assistants
    Notable Customers
    • Facebook/Meta, Google and Tencent have used or benefited from Mike Shou's video-AI models according to NUS's Forbes 30 Under 30 announcement; the sources do not identify these as commercial Show Lab customers.

    Quick Facts

    Headquarters
    Singapore
    Founded
    2021
    Total Funding
    $3.2 million in research funding, as reported by Forbes for Show Lab (2022 profile). This is research funding, not venture financing.
    Investors
    National Research Foundation Singapore (NRF Fellowship), Adobe (research gift)
    Office Locations
    National University of Singapore

    History & Milestones

    September 2026

    Show-Harness was publicly released with its embodied harness, GUMI demonstration collector, plugin suite, training pipeline, models and dataset.

    September 2025

    Mike Shou received the inaugural NUS Provost's Innovation Chair Professor Award and Innovation Venture Creation Award for the translational potential of his video-AI work.

    2025

    ShowUI was accepted to CVPR 2025; Show Lab released ShowUI-Web and added Qwen2.5-VL, vLLM, navigation and API-calling support. Show-o2 models and training/inference code were released, extending the unified approach to text, image and video.

    2024

    Show-o was released as a unified multimodal model, and ShowUI was released as an open-source vision-language-action model for GUI agents and computer use. ShowUI later received an Outstanding Paper Award at the NeurIPS 2024 Open-World Agents workshop.

    2023

    Show Lab released its Video Diffusion Models tutorial and received a research gift from Adobe; Tune-A-Video was published at ICCV 2023.

    Key Capabilities

    9
    Multimodal understanding across video, image, language, audio and tactile signals
    Video-language pretraining and egocentric-video understanding
    Text-to-video and human-image/video generation using diffusion or flow-based methods
    Unified multimodal understanding and generation in a single transformer
    Vision-language-action models for GUI agents, computer use and navigation
    Semantic action interfaces, embodiment-specific interpreters and closed-loop robot control

    Integrations & Partnerships

    Platform Integrations

    • GitHub repositories and project pages for public source code
    • Hugging Face models, datasets and Spaces demos, including ShowUI-2B, ShowUI-Web, Show-Harness-VLMs and Show-Harness-Data
    • ModelScope distribution for ShowUI-2B
    • Gradio/Gradio Client API and local desktop workflows for ShowUI
    • vLLM and OpenAI-compatible endpoints for serving VLMs in Show-Harness
    • Robot/simulation environments including Franka, AgileX Piper, Isaac Lab and LIBERO in Show-Harness

    Key Partnerships

    Microsoft is listed as an institutional affiliation/coauthoring partner on the ShowUI project.
    Adobe provided a research gift to Show Lab in 2023.
    Meta and Google provided research awards/gifts in 2022.

    Connect

    Website
    sites.google.com/view/showlab
    GitHub
    showlab

    AI Topics

    3

    Show Lab, National University of Singapore focuses on these topics:

    Autonomous Systems(1)
    Agent Frameworks(1)
    Agent Harness(1)
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