Short name:
SLA_public
Detector:
Public
Description:
Spatial-Attention Location-Aware Multi-Object Tracking
Reference:
Spatial-Attention Location-Aware Multi-Object Tracking. In , 2020.
Last submitted:
December 11, 2020 (4 years ago)
Published:
December 11, 2020 at 03:27:42 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
2080Ti
Runtime:
12.9 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 | 60.6 | 59.5 | 46.8 | 184 (24.2) | 221 (29.1) | 5,783 | 65,469 | 64.1 | 95.3 | 45.3 | 48.8 | 52.9 | 66.7 | 51.6 | 76.7 | 80.7 | 1.0 | 643 (10.0) | 1,171 (18.3) |
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 | 51.1 | 50.1 | 42.0 | 6 | 9 | 50 | 3,063 | 52.1 | 98.5 | 43.8 | 40.4 | 47.2 | 78.0 | 41.8 | 79.0 | 81.5 | 0.1 | 15 | 47 |
| MOT16-03 | 69.8 | 67.6 | 52.3 | 68 | 16 | 3,421 | 27,989 | 73.2 | 95.7 | 49.4 | 55.8 | 55.4 | 69.9 | 59.0 | 77.2 | 80.7 | 2.3 | 143 | 265 |
| MOT16-06 | 54.2 | 38.7 | 36.1 | 55 | 87 | 367 | 4,798 | 58.4 | 94.8 | 29.8 | 44.3 | 59.0 | 36.9 | 47.0 | 76.2 | 81.1 | 0.3 | 123 | 202 |
| MOT16-07 | 57.7 | 54.5 | 41.3 | 10 | 7 | 396 | 6,405 | 60.8 | 96.2 | 38.3 | 45.0 | 43.3 | 66.8 | 47.5 | 75.2 | 79.8 | 0.8 | 98 | 159 |
| MOT16-08 | 40.6 | 43.3 | 36.1 | 11 | 16 | 786 | 9,045 | 46.0 | 90.7 | 36.8 | 35.7 | 43.3 | 61.5 | 38.1 | 75.2 | 82.3 | 1.3 | 109 | 167 |
| MOT16-12 | 55.9 | 53.9 | 45.2 | 23 | 24 | 308 | 3,328 | 59.9 | 94.2 | 43.4 | 47.1 | 59.4 | 58.3 | 49.9 | 78.5 | 82.7 | 0.3 | 21 | 48 |
| MOT16-14 | 38.2 | 45.4 | 32.8 | 11 | 62 | 455 | 10,841 | 41.3 | 94.4 | 35.3 | 30.8 | 40.1 | 64.3 | 32.2 | 73.4 | 78.8 | 0.6 | 134 | 283 |
Raw data: