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Visual-Inertial Odometry on Embedded Platforms

57.8Frame Rate (FPS)BotVIO
18.48828.69438.949.106Feb 3, 2026

Evaluation results

MethodLinks
BotVIOYear=2025, Type Details=Monocular VIO (Transformer-Based), Processor / Platform=NVIDIA Jetson Xavier NX, Operating System=Linux OS2026.0257.8—
LEVIOYear=2024, Type Details=VIO, Processor / Platform=RPi CM4 + On-Sensor Acceleration, Operating System=Linux OS2026.0250—
NavionYear=2019, Type Details=Monocular VIO, Processor / Platform=Custom ASIC, Operating System=Bare-metal / Embedded OS2026.0220—