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Language-conditioned navigation on Real-world Robot Navigation Environment OOD Language Prompts

83Language FollowingOmniVLA
48.6857.5966.575.41Feb 13, 2026

Evaluation results

MethodLinks
OmniVLAModel size=8.26B, WS=5.0 Hz2026.0283
AsyncVLA without E2EModel size=8.27B + 76M, WS=5.0 Hz, Edge=8.0 Hz2026.0275
AsyncVLAModel size=8.27B + 76M, WS=5.0 Hz, Edge=8.0 Hz2026.0275
AsyncVLA (workstation)Model size=8.27B + 76M, WS=5.0 Hz2026.0267
OmniVLA-edgeModel size=108M, Edge=6.0 Hz2026.0250