center_reid: augment centertrack with reid
MOT20-04
Short name:
center_reid
Detector:
Public
Description:
Reference:
Last submitted:
November 22, 2020 (4 months ago)
Published:
October 15, 2020 at 17:51:13 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
TITAN X
Runtime:
7.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 56.6 | 65.0 | 51.2 | 77.0 | 668 (53.8) | 141 (11.4) | 98,181 | 121,688 | 76.5 | 80.1 | 51.8 | 51.0 | 57.0 | 72.3 | 61.6 | 64.7 | 79.7 | 21.9 | 4,643 (60.7) | 9,188 (120.1) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20-04 | 70.9 | 76.2 | 59.2 | 78.0 | 430 | 40 | 37,169 | 41,606 | 84.8 | 86.2 | 58.9 | 59.7 | 64.6 | 75.8 | 69.1 | 70.2 | 80.5 | 17.9 | 1,075 | 2,940 |
| MOT20-06 | 39.6 | 49.9 | 39.9 | 74.8 | 113 | 54 | 33,287 | 44,684 | 66.3 | 72.6 | 38.8 | 41.5 | 42.6 | 65.9 | 52.4 | 57.5 | 77.9 | 33.0 | 2,269 | 3,676 |
| MOT20-07 | 70.1 | 66.2 | 53.0 | 77.4 | 72 | 5 | 3,589 | 5,922 | 82.1 | 88.3 | 48.8 | 58.1 | 53.6 | 71.8 | 66.0 | 71.1 | 80.3 | 6.1 | 393 | 602 |
| MOT20-08 | 29.6 | 49.0 | 39.2 | 76.3 | 53 | 42 | 24,136 | 29,476 | 62.0 | 66.5 | 41.7 | 37.1 | 47.2 | 66.2 | 49.3 | 53.1 | 79.2 | 29.9 | 906 | 1,970 |
Raw data:
