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Table 4 Trajectory RMSE(m) on the Brno urban dataset

From: M2C-GVIO: motion manifold constraint aided GNSS-visual-inertial odometry for ground vehicles

Sequence(Brno-)

Distance (m)

Alogorithm

 
  

Ours

Ours(w/o adaptive)

MSCKF

VINS-Mono

R-VIO

ORB_SLAM3

1_1_6_1(loops)

1480

25.37

41.07

38.75

13.78

30.06

32.23

1_2_1_1(turnings)

1570

22.66

23.02

30.24

138.80

51.70

46.09

1_2_1_2(turnings)

1570

8.45

15.42

51.52

24.98

57.12

\(\times\)

1_2_6_1(parkings)

730

35.26

40.29

45.38

43.33

29.78

\(\times\)

2_1_10_1(turnings)

3700

15.04

35.41

31.62

\(\times ^{\textrm{a}}\)

82.44

\(\times\)

2_1_10_3(bumps)

1150

16.06

19.45

32.23

185.76

29.04

\(\times\)

  1. \(^{\textrm{a}}\) \(\times\) means VIO fails to initialize or track features, and bold value means the best result