XPENG's 4B grounding foundation model GroundingPI hits SOTA across 34 benchmarks

CyberRobooo · x · 2026-11-06

XPENG, with Peking University, HKU, Tsinghua, Princeton and Berkeley, released GroundingPI — a 4B-parameter visual grounding foundation model toward physical intelligence. Built on visual primitives with a staged training recipe, it achieves SOTA across 34 benchmarks and briefly ranked #1 on Hugging Face Daily Papers. It helps humanoid robots understand surroundings, identify objects, interpret pointing gestures and text, with strong ID/OOD transfer and better action-data efficiency in autonomous driving and robotic manipulation evals. Weights are open on Hugging Face and ModelScope, with code, evals, paper and demo released. Seen as the perception base for XPENG's IRON humanoid.

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