publication Stress-Sharing for Decentralized Fault Repair in Modular Spacecraft Sidhdharth D. Sikka, Yue Shen, Shaoshuai Mou (2026) Manifold Team Jul 30, 2026 5 min read
publication GUI-Perturbed: Domain Randomization Reveals Systematic Brittleness in GUI Grounding Models Yangyue Wang, Harshvardhan Sikka, Yash Mathur, Tony Zhou, Jinu Nyachhyon, Pranav Guruprasad (2026) Manifold Team Jun 24, 2026 1 min read
publication MultiNet v1.0: A Comprehensive Benchmark for Evaluating Multimodal Reasoning and Action Models Across Diverse Domains Pranav Guruprasad, Sudipta Chowdhury, Harsh Sikka, Mridul Sharma, Helen Lu, Sean Rivera, Aryan Khurana, Yangyue Wang, Hangliang Ren (2025) Manifold Team Oct 31, 2025 1 min read
publication An Open-Source Software Toolkit & Benchmark Suite for the Evaluation and Adaptation of Multimodal Action Models Pranav Guruprasad, Yangyue Wang, Sudipta Chowdhury, Jaewoo Song, Harshvardhan Sikka (2025) Manifold Team Jun 24, 2025
publication Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments Pranav Guruprasad, Yangyue Wang, Sudipta Chowdhury, Harshvardhan Sikka, Paul Pu Liang (2025) Manifold Team Jun 24, 2025 1 min read
publication On Orbit Object Transportation With Spacecraft Swarms Sidhdharth D. Sikka, Zehui Lu, Ayush Rai, Daniel DeLaurentis and Shaoshuai Mou (2025) Manifold Team Jan 3, 2025 1 min read