Benchmark:
MOT15 |
Short name:
TSN_15
Detector:
Public
Description:
n/a
Reference:
J. Peng, F. Qiu, et.al. Tracklet Siamese Network with Constrained Clustering for Multiple Object Tracking. In VCIP, 2018.
Last submitted:
July 07, 2018 (5 years ago)
Published:
July 17, 2020 at 13:12:18 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3.30 GHZ, 1 Core
Runtime:
0.8 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 | 35.5 | 43.0 | 32.2 | 104 (14.4) | 314 (43.6) | 5,682 | 33,515 | 45.5 | 83.1 | 33.2 | 31.7 | 37.1 | 66.5 | 34.7 | 63.5 | 75.5 | 1.0 | 454 (10.0) | 967 (21.3) |
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 | 30.6 | 46.4 | 33.3 | 5 | 11 | 1,114 | 5,327 | 42.8 | 78.1 | 38.2 | 29.5 | 41.1 | 75.1 | 33.3 | 60.8 | 76.8 | 2.2 | 21 | 56 |
| ADL-Rundle-3 | 38.6 | 39.9 | 29.8 | 3 | 12 | 859 | 5,317 | 47.7 | 85.0 | 27.1 | 33.3 | 30.1 | 66.4 | 36.5 | 65.0 | 77.0 | 1.4 | 62 | 67 |
| AVG-TownCentre | 36.9 | 53.0 | 39.6 | 47 | 89 | 681 | 3,767 | 47.3 | 83.2 | 46.9 | 34.0 | 52.3 | 68.1 | 36.5 | 64.2 | 73.7 | 1.5 | 62 | 254 |
| ETH-Crossing | 32.4 | 47.6 | 31.8 | 2 | 15 | 13 | 662 | 34.0 | 96.3 | 40.0 | 25.4 | 42.6 | 76.0 | 26.2 | 74.2 | 78.8 | 0.1 | 3 | 3 |
| ETH-Jelmoli | 41.0 | 58.5 | 39.2 | 10 | 14 | 389 | 1,094 | 56.9 | 78.8 | 40.3 | 38.5 | 48.9 | 63.0 | 44.5 | 61.6 | 76.8 | 0.9 | 15 | 38 |
| ETH-Linthescher | 22.1 | 30.9 | 26.3 | 14 | 139 | 216 | 6,717 | 24.8 | 91.1 | 36.6 | 18.9 | 41.9 | 70.4 | 19.5 | 71.7 | 78.5 | 0.2 | 26 | 41 |
| KITTI-16 | 44.7 | 48.1 | 32.4 | 2 | 2 | 170 | 739 | 56.6 | 85.0 | 27.4 | 38.4 | 30.3 | 57.7 | 42.8 | 64.3 | 75.9 | 0.8 | 31 | 39 |
| KITTI-19 | 27.3 | 46.4 | 32.4 | 4 | 16 | 1,108 | 2,734 | 48.8 | 70.2 | 33.4 | 32.2 | 38.6 | 58.1 | 37.0 | 53.2 | 70.5 | 1.1 | 42 | 194 |
| PETS09-S2L2 | 50.7 | 37.8 | 29.2 | 8 | 5 | 848 | 3,739 | 61.2 | 87.4 | 20.8 | 41.4 | 23.0 | 58.8 | 45.4 | 64.9 | 74.8 | 1.9 | 165 | 235 |
| TUD-Crossing | 66.2 | 60.2 | 42.2 | 6 | 2 | 20 | 340 | 69.1 | 97.4 | 35.4 | 50.3 | 41.9 | 60.0 | 53.0 | 74.7 | 78.8 | 0.1 | 13 | 14 |
| Venice-1 | 26.4 | 36.2 | 29.5 | 3 | 9 | 264 | 3,079 | 32.5 | 84.9 | 37.4 | 23.3 | 39.1 | 73.5 | 24.9 | 64.9 | 76.7 | 0.6 | 14 | 26 |
Raw data: