BEHAVIOR-1K is the first simulation benchmark grounded in real human needs. Based on extensive surveys asking "what do you want robots to do for you?", we present 1,000 household activities that people actually spend time on and want help with.

The benchmark introduces long-horizon mobile manipulation challenges in realistic environments, providing a crucial tool to help bridge the gap between current research and real-world, human-centric applications.

1,000 activities, instantiated in 50 fully interactive scenes with 10,000+ objects

OmniGibson: Realism in perception, physics, and interactions

Fluids
Deformables
Transparency
Thermal effects
Interact with fluids
Grasp cloth
Grasp rigid objects
Transitions

Leadership

Ruohan Zhang Ruohan Zhang
Raven Huang Raven Huang
Jiajun Wu Jiajun Wu
Li Fei-Fei Li Fei-Fei

Core Contributors

Josiah Wong Josiah Wong
Cem Gokmen Cem Gokmen
Hang Yin Hang Yin
Wensi Ai Wensi Ai
Yunfan Jiang Yunfan Jiang
Ruohan Zhang Ruohan Zhang
Raven Huang Raven Huang
Mengdi Xu Mengdi Xu
Chengshu (Eric) Li Chengshu (Eric) Li

Supporting Team

Wenlong Huang Wenlong Huang
Arpit Bahety Arpit Bahety
Hanxiao Jiang Hanxiao Jiang
Mingtong Zhang Mingtong Zhang
Niklas Vainio Niklas Vainio
Evans Han Evans Han
Weiyu Liu Weiyu Liu

Advisory Board

Manling Li Manling Li
Yunzhu Li Yunzhu Li
Roberto Martín-Martín Roberto Martín-Martín
Silvio Savarese Silvio Savarese
Hyowon Gweon Hyowon Gweon
Karen Liu Karen Liu

Alumni

Sanjana Srivastava Sanjana Srivastava
Chen Wang Chen Wang
Gabrael Levine Gabrael Levine
Michael Lingelbach Michael Lingelbach
Sujay Garlanka Sujay Garlanka
Benjamin Martinez Benjamin Martinez
Roger Dai Roger Dai
Ayano Hiranaka Ayano Hiranaka
Minjune Hwang Minjune Hwang
Jiankai Sun Jiankai Sun
Mona Anvari Mona Anvari
Arman Aydin Arman Aydin
Emily Jin Emily Jin
Manasi Sharma Manasi Sharma
Dhruva Bansal Dhruva Bansal
Samuel Hunter Samuel Hunter
Kyu-Young Kim Kyu-Young Kim
Alan Lou Alan Lou
Caleb Matthews Caleb Matthews
Ivan Villa-Renteria Ivan Villa-Renteria
Jerry Tang Jerry Tang
Claire Tang Claire Tang
Fei Xia Fei Xia
Kent Vainio Kent Vainio
Zheng Lian Zheng Lian
Shyamal Buch Shyamal Buch