BUSCA: Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking
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Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Short name:
BUSCA
Detector:
Private
Description:
StrongSORT + BUSCA
Reference:
L. Vaquero, Y. Xu, X. Alameda-Pineda, V. Brea, M. Mucientes. Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking. In European Conf. Comput. Vis. ECCV, 2024.
Last submitted:
July 22, 2024 (2 months ago)
Published:
July 22, 2024 at 14:54:55 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
NVIDIA Quadro
Runtime:
35.7 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 78.4 | 79.5 | 64.2 | 381 (50.2) | 101 (13.3) | 10,845 | 28,043 | 84.6 | 93.4 | 64.6 | 64.1 | 71.0 | 79.0 | 70.3 | 77.6 | 83.2 | 1.8 | 434 (0.0) | 1,306 (0.0) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 61.7 | 63.2 | 52.0 | 11 | 4 | 408 | 2,022 | 68.4 | 91.5 | 52.3 | 51.8 | 57.3 | 80.0 | 56.9 | 76.1 | 83.7 | 0.9 | 21 | 77 |
| MOT16-03 | 91.4 | 89.0 | 72.0 | 141 | 0 | 4,403 | 4,571 | 95.6 | 95.8 | 71.2 | 73.1 | 77.3 | 79.5 | 79.0 | 79.1 | 82.9 | 2.9 | 56 | 278 |
| MOT16-06 | 62.3 | 63.5 | 51.6 | 95 | 55 | 971 | 3,348 | 71.0 | 89.4 | 49.8 | 53.6 | 72.8 | 60.1 | 59.8 | 75.3 | 84.2 | 0.8 | 34 | 168 |
| MOT16-07 | 71.3 | 69.7 | 55.2 | 24 | 2 | 627 | 3,984 | 75.6 | 95.2 | 52.0 | 58.6 | 55.7 | 80.9 | 63.1 | 79.4 | 83.9 | 1.3 | 71 | 194 |
| MOT16-08 | 56.5 | 56.3 | 48.8 | 29 | 1 | 2,582 | 4,527 | 73.0 | 82.5 | 46.8 | 51.9 | 50.1 | 80.4 | 61.4 | 69.5 | 83.2 | 4.1 | 175 | 262 |
| MOT16-12 | 62.8 | 73.1 | 59.8 | 44 | 11 | 1,368 | 1,688 | 79.7 | 82.8 | 62.5 | 57.4 | 69.5 | 80.7 | 68.8 | 71.6 | 85.9 | 1.5 | 26 | 93 |
| MOT16-14 | 54.3 | 68.1 | 48.6 | 37 | 28 | 486 | 7,903 | 57.2 | 95.6 | 53.6 | 44.4 | 56.6 | 81.3 | 46.9 | 78.3 | 82.9 | 0.6 | 51 | 234 |
Raw data:
