Submission ID: 00657
pretrained_sg_DEGENSAC
Processed: 21-04-24. Download link: sid-00657-superglue-degensac.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: superglue
- Descriptor: superglue (256 float32: 1024 bytes)
- Number of features: 2048
- Summary: pretrained outdoor superglue
- Paper: N/A
- Website: N/A
- Origin: Submission
- Flags: is_submission
Phototourism / Stereo track
mAA at 10 degrees: 0.54217 (±0.00000 over 3 run(s) / ±0.14701 over 9 scenes)
Rank (per category): 8 (of 108)
Scene | Features | Matches (matcher) |
Matches (filter) |
Matches (final) |
Rep. @ 3 px. | MS @ 3 px. | mAA(5o) | mAA(10o) |
bm | 1922.2 | — | — | 268.6 | 0.412 Rank: 85/108 |
0.875 Rank: 74/108 |
0.32533 (±0.00000) Rank: 6/108 |
0.47343 (±0.00000) Rank: 7/108 |
fcs | 2042.2 | — | — | 402.5 | 0.385 Rank: 21/108 |
0.856 Rank: 65/108 |
0.62232 (±0.00000) Rank: 6/108 |
0.74897 (±0.00000) Rank: 6/108 |
lms | 1763.6 | — | — | 361.1 | 0.366 Rank: 56/108 |
0.673 Rank: 67/108 |
0.59384 (±0.00000) Rank: 6/108 |
0.72050 (±0.00000) Rank: 6/108 |
lb | 1972.0 | — | — | 252.5 | 0.342 Rank: 38/108 |
0.684 Rank: 51/108 |
0.46380 (±0.00000) Rank: 6/108 |
0.58311 (±0.00000) Rank: 12/108 |
mc | 2038.6 | — | — | 273.7 | 0.377 Rank: 37/108 |
0.834 Rank: 82/108 |
0.28841 (±0.00000) Rank: 6/108 |
0.43484 (±0.00000) Rank: 26/108 |
mr | 1733.2 | — | — | 226.6 | 0.409 Rank: 28/108 |
0.887 Rank: 72/108 |
0.21823 (±0.00000) Rank: 38/108 |
0.31649 (±0.00000) Rank: 40/108 |
psm | 2040.8 | — | — | 268.4 | 0.294 Rank: 37/108 |
0.563 Rank: 15/108 |
0.20803 (±0.00000) Rank: 7/108 |
0.35093 (±0.00000) Rank: 7/108 |
sf | 1989.2 | — | — | 397.9 | 0.355 Rank: 28/108 |
0.773 Rank: 75/108 |
0.45931 (±0.00000) Rank: 9/108 |
0.60860 (±0.00000) Rank: 9/108 |
spc | 2039.9 | — | — | 308.4 | 0.346 Rank: 33/108 |
0.777 Rank: 71/108 |
0.47260 (±0.00000) Rank: 8/108 |
0.64267 (±0.00000) Rank: 7/108 |
avg | 1949.1 | — | — | 306.6 | 0.365 Rank: 33/108 |
0.769 Rank: 61/108 |
0.40576 (±0.00000) Rank: 9/108 |
0.54217 (±0.00000) Rank: 8/108 |
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: 0.76221 (±0.00290 over 3 run(s) / ±0.11686 over 9 scenes)
Rank (per category): 5 (of 108)
Scene | Features | Matches (input) |
RegistrationRatio (%) | Number of Landmarks |
Track Length | ATE | mAA(50) | mAA(100) |
bm | 1922.2 | 271.27 | 99.91 Rank: 12/108 |
1589.41 Rank: 31/108 |
4.633 Rank: 74/108 |
0.36120 Rank: 5/108 |
0.58200 (±0.00114) Rank: 3/108 |
0.72270 (±0.00148) Rank: 4/108 |
fcs | 2042.2 | 404.04 | 97.84 Rank: 25/108 |
2186.75 Rank: 24/108 |
4.903 Rank: 13/108 |
0.23331 Rank: 6/108 |
0.75276 (±0.00093) Rank: 2/108 |
0.81311 (±0.00045) Rank: 4/108 |
lms | 1763.6 | 379.08 | 99.60 Rank: 1/108 |
1698.36 Rank: 41/108 |
5.139 Rank: 20/108 |
0.30276 Rank: 39/108 |
0.86291 (±0.00855) Rank: 5/108 |
0.91322 (±0.00917) Rank: 4/108 |
lb | 1972.0 | 306.63 | 98.79 Rank: 1/108 |
1494.09 Rank: 37/108 |
5.057 Rank: 19/108 |
0.49633 Rank: 34/108 |
0.69145 (±0.00226) Rank: 14/108 |
0.79654 (±0.00273) Rank: 13/108 |
mc | 2038.6 | 270.76 | 99.91 Rank: 11/108 |
1611.63 Rank: 30/108 |
4.716 Rank: 27/108 |
0.36251 Rank: 14/108 |
0.54366 (±0.00139) Rank: 14/108 |
0.68848 (±0.00101) Rank: 12/108 |
mr | 1733.2 | 221.71 | 94.27 Rank: 14/108 |
1120.44 Rank: 94/108 |
4.691 Rank: 15/108 |
0.51843 Rank: 15/108 |
0.36481 (±0.00682) Rank: 29/108 |
0.48920 (±0.00952) Rank: 25/108 |
psm | 2040.8 | 266.11 | 98.28 Rank: 13/108 |
2036.03 Rank: 24/108 |
4.260 Rank: 9/108 |
0.32637 Rank: 6/108 |
0.65938 (±0.00623) Rank: 3/108 |
0.74324 (±0.00829) Rank: 6/108 |
sf | 1989.2 | 391.47 | 99.87 Rank: 7/108 |
2267.72 Rank: 20/108 |
4.914 Rank: 11/108 |
0.28663 Rank: 8/108 |
0.77272 (±0.00298) Rank: 5/108 |
0.85570 (±0.00274) Rank: 6/108 |
spc | 2039.9 | 316.28 | 100.00 Rank: 1/108 |
1804.84 Rank: 30/108 |
4.958 Rank: 13/108 |
0.43071 Rank: 10/108 |
0.74184 (±0.00019) Rank: 9/108 |
0.83768 (±0.00037) Rank: 8/108 |
avg | 1949.1 | 314.15 | 98.72 Rank: 9/108 |
1756.58 Rank: 34/108 |
4.808 Rank: 14/108 |
0.36870 Rank: 5/108 |
0.66351 (±0.00240) Rank: 4/108 |
0.76221 (±0.00290) Rank: 5/108 |
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 —