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Visual Odometry Accuracy and Efficiency on EuRoC

0.063RMSE ATE (m)OKVIS2
0.036280.216640.3970.57736Nov 12, 2025

Evaluation results

MethodLinks
OKVIS2sensor_setup=stereo VIO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.063128.5760.0630.0720.0540.1080.1020.090.0540.0530.030.0430.026
BASALTsensor_setup=stereo VIO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.06820.0320.0680.0650.0620.0620.1140.1450.0430.0450.0540.0390.049
SchurVINSsensor_setup=stereo VIO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.08610.3470.0860.0760.0670.0970.1830.1380.0480.0510.0830.0360.078
ORB-SLAM3sensor_setup=stereo VO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.08865.6740.0880.0480.0170.0330.1030.1810.0360.0730.260.0420.088
OKVIS2sensor_setup=stereo VO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.115127.9020.1150.070.1150.1110.2510.1240.0710.0840.2060.0470.071
ORB-SLAM3sensor_setup=stereo VIO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.12165.4670.1210.0370.0430.0380.1040.110.0870.1440.4740.0660.103
SMF-VOsensor_setup=stereo VO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.1287.7890.1280.0990.0390.1690.2080.3480.0630.10.0880.0570.114
OpenVINSsensor_setup=stereo VIO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.14450.1590.1440.0840.0950.1650.2950.5170.0610.0550.0560.0620.052
VINS-FUSIONsensor_setup=stereo VIO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.21351.5060.2130.2670.2230.3060.4410.3140.1120.1010.1140.1260.121
BASALTsensor_setup=stereo VO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.33323.7060.3330.0720.0820.1160.1760.1520.0580.1241.9740.0680.511
ROVIOsensor_setup=mono VIO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.43318.8930.4330.267—0.3830.7851.2890.1650.1820.1920.2430.393
VINS-FUSIONsensor_setup=stereo VO, hardware=Raspberry Pi 5 (2.4 GHz quad-core)2025.110.73151.5060.7310.5110.5980.4680.850.6110.5550.7332.5020.2560.224