Research Article

Loop Closure Detection Based on Differentiable Manifold

Table 3

freiburg3_long_office_household dataset y-axis direction error.

MethodsMaximum error (m)Minimum error (m)Average error (m)ATE (m)RPE (m)Keyframe (N)

ORB_SLAM20.14660.00010.02030.02340.0183204
0.14010.00020.01780.02310.01963

our_method0.10630.00010.01740.02380.01854
0.16750.00050.02720.039970.01865

The units in the table are meters.