Short name:
FairMOT_re
Detector:
Private
Description:
Training data includes Caltech Pedestrian, CityPersons, CUHK-SYSU, PRW, ETHZ.
Reference:
https://arxiv.org/abs/2004.01888
Last submitted:
August 12, 2020 (3 years ago)
Published:
August 12, 2020 at 07:16:23 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2.3GHZ, 64 Core
Runtime:
22.1 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 | 60.0 | 62.1 | 50.4 | 191 (25.2) | 293 (38.6) | 3,949 | 68,418 | 62.5 | 96.6 | 51.0 | 49.9 | 57.9 | 72.0 | 52.2 | 80.8 | 83.1 | 0.7 | 522 (8.4) | 2,671 (42.8) |
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 | 40.9 | 53.6 | 44.5 | 7 | 12 | 22 | 3,752 | 41.3 | 99.2 | 59.0 | 33.6 | 64.3 | 80.9 | 34.4 | 82.6 | 83.9 | 0.0 | 4 | 60 |
| MOT16-03 | 75.6 | 71.3 | 57.7 | 85 | 12 | 3,476 | 21,830 | 79.1 | 96.0 | 53.2 | 62.8 | 60.5 | 72.3 | 66.5 | 80.7 | 83.1 | 2.3 | 173 | 1,422 |
| MOT16-06 | 55.9 | 60.4 | 47.8 | 54 | 84 | 151 | 4,854 | 57.9 | 97.8 | 50.1 | 45.7 | 59.2 | 69.4 | 47.7 | 80.5 | 83.2 | 0.1 | 87 | 190 |
| MOT16-07 | 39.3 | 42.8 | 35.8 | 5 | 24 | 18 | 9,818 | 39.8 | 99.7 | 39.7 | 32.4 | 43.4 | 69.9 | 33.2 | 83.0 | 84.0 | 0.0 | 78 | 360 |
| MOT16-08 | 38.5 | 43.2 | 37.3 | 14 | 22 | 183 | 10,009 | 40.2 | 97.4 | 42.6 | 32.6 | 46.8 | 71.2 | 33.7 | 81.6 | 84.3 | 0.3 | 93 | 249 |
| MOT16-12 | 50.1 | 54.2 | 44.5 | 18 | 40 | 28 | 4,083 | 50.8 | 99.3 | 48.3 | 41.0 | 59.5 | 64.9 | 42.3 | 82.7 | 84.1 | 0.0 | 27 | 129 |
| MOT16-14 | 23.2 | 33.4 | 25.1 | 8 | 99 | 71 | 14,072 | 23.9 | 98.4 | 35.5 | 17.8 | 37.8 | 74.7 | 18.2 | 75.1 | 79.1 | 0.1 | 60 | 261 |
Raw data: