Submission ID: 00647
sp_ae_sg_ransac
Processed: 21-03-29. Download link: sid-00647-test318.json
This page ranks the submission against all others using the same number of keypoints, regardless of descriptor size. Please hover over table headers for descriptions on metrics and full scene names.
Metadata
- Authors: (contact)
- Keypoint: superpoint
- Descriptor: superpoint-down128 (128 float32: 512 bytes)
- Number of features: 2048
- Summary: SP with 2048 features, and down load.
- Paper: N/A
- Website: N/A
- Origin: Submission
- Flags: is_submission
Phototourism / Stereo track
mAA at 10 degrees: 0.06318 (±0.00000 over 3 run(s) / ±0.01295 over 9 scenes)
Rank (per category): 106 (of 108)
Scene | Features | Matches (matcher) |
Matches (filter) |
Matches (final) |
Rep. @ 3 px. | MS @ 3 px. | mAA(5o) | mAA(10o) |
bm | 1898.0 | — | — | 274.9 | 0.377 Rank: 96/108 |
0.767 Rank: 93/108 |
0.01569 (±0.00000) Rank: 101/108 |
0.04920 (±0.00000) Rank: 96/108 |
fcs | 2018.4 | — | — | 247.6 | 0.314 Rank: 44/108 |
0.715 Rank: 92/108 |
0.02665 (±0.00000) Rank: 106/108 |
0.07764 (±0.00000) Rank: 106/108 |
lms | 1522.0 | — | — | 239.4 | 0.316 Rank: 94/108 |
0.611 Rank: 84/108 |
0.02809 (±0.00000) Rank: 106/108 |
0.05431 (±0.00000) Rank: 107/108 |
lb | 1820.0 | — | — | 179.5 | 0.306 Rank: 80/108 |
0.609 Rank: 90/108 |
0.01675 (±0.00000) Rank: 101/108 |
0.04772 (±0.00000) Rank: 107/108 |
mc | 1982.1 | — | — | 270.3 | 0.344 Rank: 48/108 |
0.697 Rank: 95/108 |
0.02981 (±0.00000) Rank: 101/108 |
0.07525 (±0.00000) Rank: 97/108 |
mr | 1652.7 | — | — | 253.3 | 0.364 Rank: 42/108 |
0.765 Rank: 89/108 |
0.03037 (±0.00000) Rank: 100/108 |
0.07337 (±0.00000) Rank: 99/108 |
psm | 2012.2 | — | — | 286.8 | 0.274 Rank: 63/108 |
0.538 Rank: 21/108 |
0.01731 (±0.00000) Rank: 106/108 |
0.05437 (±0.00000) Rank: 106/108 |
sf | 1959.7 | — | — | 266.2 | 0.313 Rank: 96/108 |
0.634 Rank: 94/108 |
0.03236 (±0.00000) Rank: 99/108 |
0.08264 (±0.00000) Rank: 98/108 |
spc | 2000.5 | — | — | 254.8 | 0.298 Rank: 95/108 |
0.627 Rank: 89/108 |
0.01726 (±0.00000) Rank: 103/108 |
0.05409 (±0.00000) Rank: 100/108 |
avg | 1874.0 | — | — | 252.5 | 0.323 Rank: 81/108 |
0.663 Rank: 88/108 |
0.02381 (±0.00000) Rank: 105/108 |
0.06318 (±0.00000) Rank: 106/108 |
We show the inliers that survive the robust estimation loop (i.e. RANSAC), or those supplied with the submission if using custom matches, and use the depth estimates to determine whether they are correct. We draw matches above a 5-pixel error threshold in red, and those below are color-coded by their error, from 0 (green) to 5 pixels (yellow). Matches for which we do not have depth estimates are drawn in blue. Please note that the depth maps are estimates and may contain errors.
— british museum —










— florence cathedral side —










— lincoln memorial statue —










— london bridge —










— milan cathedral —










— mount rushmore —










— piazza san marco —










— sagrada familia —










— saint paul's cathedral —










Phototourism / Multiview track
mAA at 10 degrees: 0.52605 (±0.00451 over 3 run(s) / ±0.11433 over 9 scenes)
Rank (per category): 86 (of 108)
Scene | Features | Matches (input) |
RegistrationRatio (%) | Number of Landmarks |
Track Length | ATE | mAA(50) | mAA(100) |
bm | 1898.0 | 275.29 | 99.77 Rank: 33/108 |
1505.33 Rank: 38/108 |
4.961 Rank: 56/108 |
0.71077 Rank: 78/108 |
0.29653 (±0.00488) Rank: 64/108 |
0.44337 (±0.00892) Rank: 60/108 |
fcs | 2018.4 | 245.30 | 97.58 Rank: 41/108 |
1878.62 Rank: 44/108 |
4.334 Rank: 38/108 |
0.50768 Rank: 98/108 |
0.40140 (±0.00623) Rank: 97/108 |
0.46613 (±0.00821) Rank: 97/108 |
lms | 1522.0 | 252.16 | 93.99 Rank: 98/108 |
1269.01 Rank: 60/108 |
5.010 Rank: 32/108 |
0.68945 Rank: 104/108 |
0.35375 (±0.01209) Rank: 98/108 |
0.43261 (±0.01579) Rank: 98/108 |
lb | 1820.0 | 213.24 | 98.32 Rank: 31/108 |
1250.14 Rank: 65/108 |
4.960 Rank: 22/108 |
0.57655 Rank: 89/108 |
0.34899 (±0.00474) Rank: 92/108 |
0.49334 (±0.00818) Rank: 90/108 |
mc | 1982.1 | 265.62 | 99.83 Rank: 20/108 |
1626.97 Rank: 28/108 |
4.916 Rank: 20/108 |
0.49820 Rank: 65/108 |
0.36542 (±0.00143) Rank: 77/108 |
0.53686 (±0.00140) Rank: 62/108 |
mr | 1652.7 | 248.05 | 95.13 Rank: 3/108 |
1314.54 Rank: 81/108 |
4.917 Rank: 5/108 |
0.66368 Rank: 88/108 |
0.24623 (±0.00680) Rank: 88/108 |
0.34835 (±0.01086) Rank: 88/108 |
psm | 2012.2 | 287.45 | 99.20 Rank: 5/108 |
2218.50 Rank: 19/108 |
4.381 Rank: 6/108 |
0.40667 Rank: 16/108 |
0.54066 (±0.00682) Rank: 16/108 |
0.63421 (±0.00629) Rank: 16/108 |
sf | 1959.7 | 263.17 | 99.28 Rank: 13/108 |
2024.38 Rank: 32/108 |
4.732 Rank: 20/108 |
0.40474 Rank: 93/108 |
0.56821 (±0.01020) Rank: 91/108 |
0.67577 (±0.01202) Rank: 90/108 |
spc | 2000.5 | 259.68 | 100.00 Rank: 1/108 |
1880.29 Rank: 27/108 |
4.727 Rank: 26/108 |
0.61132 Rank: 83/108 |
0.55401 (±0.00052) Rank: 81/108 |
0.70384 (±0.00077) Rank: 70/108 |
avg | 1874.0 | 256.66 | 98.12 Rank: 17/108 |
1663.09 Rank: 39/108 |
4.771 Rank: 16/108 |
0.56323 Rank: 89/108 |
0.40835 (±0.00312) Rank: 92/108 |
0.52605 (±0.00451) Rank: 86/108 |
In the multi-view track we reconstruct the scene with Structure-from-Motion (Colmap) with small sets of images. We show the results for one bag of 25 images (displaying: 10). Keypoints are drawn in blue if they are part of the model, and in red otherwise.
— british museum —










— florence cathedral side —










— lincoln memorial statue —










— london bridge —










— milan cathedral —










— mount rushmore —










— piazza san marco —










— sagrada familia —










— saint paul's cathedral —









