Submission ID: 00524
SIFT-patch
Processed: 20-04-26. Download link: sid-00524-sift-patch-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: feyman_priv (contact)
- Keypoint: sift8k
- Descriptor: l2net-arcface (128 float32: 512 bytes)
- Number of features: 8000
- Summary: sift8k with l2net trained on google-landmark-dataset-v1(in 1000 class)
- Paper: N/A
- Website: N/A
- Origin: Submission
- Flags: is_submission, is_challenge_2020
Phototourism / Stereo track
mAA at 10 degrees: 0.22805 (±0.00076 over 3 run(s) / ±0.12688 over 9 scenes)
Rank (per category): 134 (of 147)
| Scene | Features | Matches (matcher) |
Matches (filter) |
Matches (final) |
Rep. @ 3 px. | MS @ 3 px. | mAA(5o) | mAA(10o) |
| bm | 7968.4 | 270.8 | 270.8 | 117.3 | 0.527 Rank: 36/147 |
0.425 Rank: 145/147 |
0.02160 (±0.00051) Rank: 136/147 |
0.04929 (±0.00055) Rank: 137/147 |
| fcs | 7874.4 | 324.6 | 324.6 | 96.7 | 0.443 Rank: 81/147 |
0.673 Rank: 137/147 |
0.30678 (±0.00075) Rank: 134/147 |
0.42038 (±0.00160) Rank: 133/147 |
| lms | 7771.0 | 193.0 | 193.0 | 56.2 | 0.468 Rank: 61/147 |
0.592 Rank: 134/147 |
0.20026 (±0.00523) Rank: 137/147 |
0.27864 (±0.00315) Rank: 137/147 |
| lb | 7953.9 | 178.4 | 178.4 | 63.2 | 0.474 Rank: 82/147 |
0.498 Rank: 136/147 |
0.09620 (±0.00051) Rank: 136/147 |
0.13035 (±0.00278) Rank: 135/147 |
| mc | 7823.8 | 218.1 | 218.1 | 80.2 | 0.524 Rank: 86/147 |
0.814 Rank: 132/147 |
0.17280 (±0.00051) Rank: 136/147 |
0.28842 (±0.00256) Rank: 131/147 |
| mr | 7790.2 | 130.4 | 130.4 | 72.8 | 0.457 Rank: 93/147 |
0.877 Rank: 125/147 |
0.16519 (±0.00057) Rank: 130/147 |
0.24074 (±0.00027) Rank: 131/147 |
| psm | 7808.4 | 254.6 | 254.6 | 102.8 | 0.385 Rank: 89/147 |
0.172 Rank: 142/147 |
0.07285 (±0.00089) Rank: 129/147 |
0.15294 (±0.00139) Rank: 130/147 |
| sf | 7895.4 | 201.0 | 201.0 | 86.3 | 0.480 Rank: 89/147 |
0.758 Rank: 128/147 |
0.28843 (±0.00212) Rank: 128/147 |
0.40981 (±0.00111) Rank: 128/147 |
| spc | 7869.2 | 245.7 | 245.7 | 81.3 | 0.487 Rank: 92/147 |
0.355 Rank: 140/147 |
0.04691 (±0.00092) Rank: 138/147 |
0.08190 (±0.00036) Rank: 138/147 |
| avg | 7861.6 | 224.1 | 224.1 | 84.1 | 0.472 Rank: 99/147 |
0.574 Rank: 137/147 |
0.15234 (±0.00080) Rank: 134/147 |
0.22805 (±0.00076) Rank: 134/147 |
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: 0.08662 (±0.00384 over 3 run(s) / ±0.07352 over 9 scenes)
Rank (per category): 145 (of 147)
| Scene | Features | Matches (input) |
RegistrationRatio (%) | Number of Landmarks |
Track Length | ATE | mAA(50) | mAA(100) |
| bm | 7968.4 | 96.80 | 76.18 Rank: 147/147 |
1166.37 Rank: 140/147 |
2.691 Rank: 147/147 |
1.27548 Rank: 145/147 |
0.00490 (±0.00008) Rank: 146/147 |
0.01621 (±0.00138) Rank: 146/147 |
| fcs | 7874.4 | 118.82 | 60.33 Rank: 147/147 |
1829.43 Rank: 142/147 |
1.926 Rank: 147/147 |
0.30433 Rank: 132/147 |
0.18457 (±0.00668) Rank: 145/147 |
0.21326 (±0.00715) Rank: 145/147 |
| lms | 7771.0 | 70.49 | 50.88 Rank: 147/147 |
934.99 Rank: 145/147 |
1.856 Rank: 147/147 |
0.25445 Rank: 2/147 |
0.08483 (±0.00897) Rank: 145/147 |
0.09688 (±0.00980) Rank: 146/147 |
| lb | 7953.9 | 84.07 | 48.11 Rank: 147/147 |
878.26 Rank: 146/147 |
1.841 Rank: 147/147 |
0.35749 Rank: 1/147 |
0.03675 (±0.00660) Rank: 146/147 |
0.05302 (±0.00942) Rank: 146/147 |
| mc | 7823.8 | 77.41 | 62.06 Rank: 146/147 |
1330.12 Rank: 144/147 |
2.190 Rank: 146/147 |
0.54441 Rank: 136/147 |
0.05892 (±0.00542) Rank: 145/147 |
0.07919 (±0.00564) Rank: 145/147 |
| mr | 7790.2 | 59.72 | 40.36 Rank: 147/147 |
569.26 Rank: 145/147 |
1.827 Rank: 147/147 |
1.05279 Rank: 146/147 |
0.03183 (±0.00575) Rank: 145/147 |
0.04152 (±0.00730) Rank: 145/147 |
| psm | 7808.4 | 70.66 | 0.00 Rank: 146/147 |
0.00 Rank: 146/147 |
0.000 Rank: 146/147 |
nan Rank: 1/147 |
0.00000 (±0.00000) Rank: 146/147 |
0.00000 (±0.00000) Rank: 146/147 |
| sf | 7895.4 | 76.95 | 73.08 Rank: 145/147 |
1285.54 Rank: 147/147 |
2.622 Rank: 146/147 |
0.51446 Rank: 144/147 |
0.19232 (±0.01948) Rank: 145/147 |
0.21452 (±0.02125) Rank: 145/147 |
| spc | 7869.2 | 82.46 | 55.43 Rank: 147/147 |
928.78 Rank: 146/147 |
2.449 Rank: 146/147 |
1.18973 Rank: 147/147 |
0.03898 (±0.00548) Rank: 147/147 |
0.06495 (±0.00542) Rank: 147/147 |
| avg | 7861.6 | 81.93 | 51.83 Rank: 147/147 |
991.42 Rank: 145/147 |
1.934 Rank: 147/147 |
0.68664 Rank: 141/147 |
0.07034 (±0.00346) Rank: 145/147 |
0.08662 (±0.00384) Rank: 145/147 |
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 —
