Benchmark:
MOT15 |
Short name:
TBSS15
Detector:
Public
Description:
n/a
Reference:
X. Zhou, P. Jiang, Z. Wei, H. Dong, F. Wang. Online Multi-Object Tracking with Structural Invariance Constraint. In BMVC, 2018.
Last submitted:
November 08, 2017 (7 years ago)
Published:
July 31, 2018 at 13:38:57 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
2.6 GHZ, 1 Core
Runtime:
11.5 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT15 | 29.2 | 37.2 | 27.8 | 49 (6.8) | 316 (43.8) | 6,068 | 36,779 | 40.1 | 80.3 | 28.1 | 27.9 | 31.2 | 65.9 | 30.7 | 61.3 | 75.2 | 1.1 | 649 (16.2) | 1,508 (37.6) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| ADL-Rundle-1 | 16.6 | 36.5 | 28.8 | 4 | 13 | 1,926 | 5,784 | 37.8 | 64.6 | 34.5 | 24.2 | 37.0 | 71.5 | 29.3 | 50.1 | 76.4 | 3.9 | 47 | 132 |
| ADL-Rundle-3 | 35.3 | 37.4 | 27.0 | 3 | 11 | 771 | 5,734 | 43.6 | 85.2 | 23.9 | 30.8 | 26.2 | 69.2 | 33.3 | 65.1 | 76.2 | 1.2 | 73 | 129 |
| AVG-TownCentre | 27.7 | 40.9 | 29.8 | 15 | 92 | 567 | 4,441 | 37.9 | 82.7 | 33.4 | 26.9 | 38.3 | 60.9 | 28.7 | 62.7 | 73.3 | 1.3 | 157 | 289 |
| ETH-Crossing | 29.3 | 43.5 | 28.3 | 0 | 16 | 17 | 689 | 31.3 | 94.9 | 34.6 | 23.3 | 36.3 | 75.0 | 24.0 | 72.7 | 77.9 | 0.1 | 3 | 8 |
| ETH-Jelmoli | 40.3 | 53.3 | 35.9 | 6 | 17 | 199 | 1,296 | 48.9 | 86.2 | 37.2 | 34.8 | 43.4 | 66.4 | 37.9 | 66.9 | 77.4 | 0.5 | 20 | 65 |
| ETH-Linthescher | 21.9 | 30.2 | 24.5 | 13 | 134 | 193 | 6,736 | 24.6 | 91.9 | 32.6 | 18.5 | 36.7 | 69.2 | 19.1 | 71.3 | 77.8 | 0.2 | 45 | 79 |
| KITTI-16 | 40.0 | 43.6 | 30.0 | 0 | 2 | 161 | 831 | 51.1 | 84.4 | 24.9 | 36.1 | 29.9 | 51.4 | 39.6 | 65.3 | 76.0 | 0.8 | 29 | 59 |
| KITTI-19 | 24.9 | 42.7 | 30.1 | 2 | 15 | 955 | 2,997 | 43.9 | 71.1 | 30.4 | 30.1 | 33.9 | 58.0 | 33.9 | 54.9 | 70.9 | 0.9 | 62 | 292 |
| PETS09-S2L2 | 42.8 | 32.4 | 24.2 | 3 | 8 | 624 | 4,725 | 51.0 | 88.7 | 16.6 | 35.6 | 18.1 | 61.9 | 37.9 | 65.9 | 73.9 | 1.4 | 167 | 362 |
| TUD-Crossing | 60.1 | 59.8 | 42.8 | 3 | 2 | 22 | 398 | 63.9 | 97.0 | 40.5 | 45.3 | 44.0 | 64.6 | 47.7 | 72.5 | 77.3 | 0.1 | 20 | 29 |
| Venice-1 | 16.6 | 28.5 | 22.7 | 0 | 6 | 633 | 3,148 | 31.0 | 69.1 | 24.5 | 21.2 | 25.9 | 68.2 | 24.2 | 53.9 | 76.3 | 1.4 | 26 | 64 |
Raw data: