STRN_MOT16: Spatial-Temporal Relation Networks for Multi-Object Tracking
MOT16-01
Benchmark:
MOT16 |
Short name:
STRN_MOT16
Detector:
Public
Description:
Spatial-Temporal Relation Networks for Multi-Object Tracking, ICCV2019,
https://arxiv.org/abs/1904.11489
Reference:
J. Xu, Y. Cao, Z. Zhang, H. Hu. Spatial-Temporal Relation Networks for Multi-Object Tracking. In ICCV, 2019.
Last submitted:
November 04, 2019 (1 year ago)
Published:
November 04, 2019 at 04:46:19 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GPU
Runtime:
13.5 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 48.5 | 53.9 | 39.7 | 129 (17.0) | 265 (34.9) | 9,038 | 84,178 | 53.8 | 91.6 | 40.5 | 39.1 | 43.7 | 71.5 | 41.7 | 70.9 | 77.6 | 1.5 | 747 (13.9) | 2,919 (54.2) |
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 | 36.7 | 49.4 | 36.4 | 4 | 8 | 405 | 3,603 | 43.7 | 87.3 | 43.7 | 30.5 | 46.6 | 71.6 | 32.7 | 65.5 | 75.7 | 0.9 | 42 | 139 |
| MOT16-03 | 55.6 | 57.9 | 42.5 | 36 | 25 | 4,085 | 42,050 | 59.8 | 93.9 | 41.3 | 44.0 | 43.7 | 73.5 | 46.4 | 72.9 | 77.8 | 2.7 | 270 | 1,449 |
| MOT16-06 | 49.6 | 57.6 | 41.2 | 38 | 92 | 443 | 5,311 | 54.0 | 93.4 | 44.3 | 38.6 | 55.1 | 62.5 | 40.8 | 70.6 | 76.9 | 0.4 | 58 | 280 |
| MOT16-07 | 45.9 | 50.4 | 36.0 | 9 | 12 | 876 | 7,835 | 52.0 | 90.6 | 35.4 | 36.7 | 37.5 | 69.9 | 39.4 | 68.6 | 77.0 | 1.8 | 126 | 347 |
| MOT16-08 | 33.5 | 42.7 | 34.2 | 8 | 24 | 932 | 10,112 | 39.6 | 87.7 | 39.5 | 29.7 | 43.9 | 72.1 | 31.8 | 70.4 | 79.7 | 1.5 | 83 | 223 |
| MOT16-12 | 42.6 | 58.1 | 42.6 | 21 | 39 | 824 | 3,911 | 52.9 | 84.2 | 49.0 | 37.1 | 52.8 | 73.2 | 41.4 | 65.9 | 78.3 | 0.9 | 26 | 110 |
| MOT16-14 | 29.8 | 39.2 | 28.1 | 13 | 65 | 1,473 | 11,356 | 38.6 | 82.9 | 29.2 | 27.3 | 33.3 | 60.6 | 29.6 | 63.7 | 76.0 | 2.0 | 142 | 371 |
Raw data:
