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. 2021 Oct 27;21(21):7120. doi: 10.3390/s21217120

Table 28.

Comparison of the Results on the Oxford Robot-car, MVSEC, and In-House Datasets.

Oxford Robot-Car In-House
U.S. R.A. B.D.
Task: 3DPR
Ref Recall @ 1 %
[80] 80.09 72.63 60.27 65.3
[87] 97.9 95.0 91.2 88.5
[89] 98.23 - - -
[83] - 96.0 90.46 89.14
AUC
[85] Pair
Sequence
1 2 3 4 5 6 7 8 9 10 -
0.774 0.736 0.583 0.419 0.764 0.557 0.489 0.599 0.443 0.594
[79] Oxford Robot-car and MVSEC -
Recall @ 1 %
Day 1 Day 2 Night 1 Night 2 Night 3 Cloud Rain Snow Night
99.51 91.52 98.67 95.11 97.37 91.81 90.95 93.29 91.80