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Benchmarking the Generality of Vision-Language-Action Models
Pranav Guruprasad, Sudipta Chowdhury, Harsh Sikka +6
Generalist multimodal agents are expected to unify perception, language, and control - operating robustly across diverse real world domains. However, current evaluation practices r…
An Open-Source Software Toolkit & Benchmark Suite for the Evaluation and Adaptation of Multimodal Action Models
Pranav Guruprasad, Yangyue Wang, Sudipta Chowdhury +2
Recent innovations in multimodal action models represent a promising direction for developing general-purpose agentic systems, combining visual understanding, language comprehensio…
Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments
Pranav Guruprasad, Yangyue Wang, Sudipta Chowdhury +2
Vision-language-action (VLA) models represent an important step toward general-purpose robotic systems by integrating visual perception, language understanding, and action executio…