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Dataset Statistics

Dataset Statistics. We present a summary of the number of frames in the recorded videos, the NVS data variant (obtained by subsampling the video by 5×), and the visual relocalization data variant (with additional spatial subsampling and splitting into database, daytime queries, and nighttime queries). We also report the recording durations, trajectory lengths, and mapped area sizes.
Scene # Video Frames
(D & N)
# NVS Images
(D & N)
# Visual Reloc Images Duration (hh:mm) Trajectory Length (m) Area (m2)
DB Day Q Night Q Day Night D & N Day Night D & N
Bodleian Lib. ~205,405 41,081 2,542 1,310 2,908 01:32 01:18 02:50 7,170 5,617 12,787 25,939
H.B. Allen Cen. ~29,340 5,868 305 158 449 00:13 00:10 00:24 975 765 1,740 1,271
Keble College ~112,205 22,441 1,020 526 1,511 00:46 00:46 01:33 3,574 3,400 6,974 5,709
Obs. Quarter ~87,210 17,442 821 424 1,342 00:34 00:38 01:12 2,853 3,050 5,903 5,950
Robotics Inst. ~57,590 11,518 778 401 987 00:25 00:22 00:47 1,249 1,030 2,279 600
Total ~491,750 98,350 5,466 2,819 7,197 03:32 03:16 06:48 15,822 13,862 29,685 39,469