GGDA: Group guided data association for multiple object tracking
MOT20-08
Short name:
GGDA
Detector:
Public
Description:
Reference:
Last submitted:
February 25, 2022 (11 months ago)
Published:
February 26, 2022 at 07:02:04 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
cpu i7-9700K, gpu 2080ti, ram 64GB
Runtime:
0.4 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 64.4 | 65.7 | 53.4 | 746 (60.1) | 143 (11.5) | 70,976 | 110,614 | 78.6 | 85.1 | 52.4 | 54.7 | 58.1 | 70.8 | 64.0 | 69.3 | 81.6 | 15.8 | 2,708 (0.0) | 2,354 (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 |
| MOT20-04 | 83.0 | 78.5 | 63.4 | 520 | 24 | 21,362 | 24,636 | 91.0 | 92.1 | 60.4 | 66.8 | 65.3 | 77.4 | 74.6 | 75.5 | 82.5 | 10.3 | 687 | 571 |
| MOT20-06 | 45.0 | 50.9 | 40.6 | 120 | 58 | 26,578 | 45,247 | 65.9 | 76.7 | 38.1 | 43.6 | 44.8 | 58.0 | 53.2 | 61.9 | 79.8 | 26.4 | 1,211 | 946 |
| MOT20-07 | 65.5 | 61.8 | 48.9 | 48 | 11 | 896 | 10,383 | 68.6 | 96.2 | 46.6 | 51.7 | 51.4 | 71.4 | 55.2 | 77.4 | 81.8 | 1.5 | 134 | 248 |
| MOT20-08 | 31.4 | 44.9 | 37.7 | 58 | 50 | 22,140 | 30,348 | 60.8 | 68.0 | 38.8 | 37.1 | 46.8 | 58.0 | 48.7 | 54.4 | 79.7 | 27.5 | 676 | 589 |
Raw data:
