GMOTv2: General Multi-Object Tracker
MOT16-03
Short name:
GMOTv2
Detector:
Public
Description:
Reference:
Last submitted:
June 01, 2021 (1 year ago)
Published:
June 01, 2021 at 09:04:12 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GTX1080
Runtime:
4.0 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 | 76.6 | 75.0 | 60.9 | 395 (52.0) | 107 (14.1) | 12,918 | 29,120 | 84.0 | 92.2 | 59.3 | 62.8 | 66.1 | 74.5 | 69.7 | 76.5 | 83.3 | 2.2 | 568 (0.0) | 821 (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 |
| MOT16-01 | 64.0 | 65.5 | 53.6 | 12 | 2 | 646 | 1,639 | 74.4 | 88.0 | 54.1 | 53.3 | 59.3 | 76.2 | 60.7 | 71.9 | 82.3 | 1.4 | 18 | 33 |
| MOT16-03 | 88.8 | 85.1 | 69.1 | 127 | 6 | 3,742 | 7,845 | 92.5 | 96.3 | 66.6 | 72.0 | 72.7 | 77.9 | 77.4 | 80.6 | 84.1 | 2.5 | 80 | 134 |
| MOT16-06 | 61.2 | 60.6 | 49.2 | 118 | 48 | 1,590 | 2,797 | 75.8 | 84.6 | 45.4 | 53.5 | 65.0 | 56.8 | 62.7 | 70.0 | 82.7 | 1.3 | 91 | 120 |
| MOT16-07 | 68.7 | 62.8 | 50.1 | 26 | 1 | 1,374 | 3,642 | 77.7 | 90.2 | 44.8 | 56.3 | 49.8 | 70.6 | 63.2 | 73.4 | 82.1 | 2.7 | 89 | 161 |
| MOT16-08 | 54.0 | 50.5 | 44.2 | 28 | 2 | 3,441 | 4,101 | 75.5 | 78.6 | 38.9 | 50.9 | 46.1 | 63.6 | 62.9 | 65.5 | 82.4 | 5.5 | 155 | 172 |
| MOT16-12 | 60.2 | 66.4 | 54.4 | 35 | 18 | 888 | 2,388 | 71.2 | 86.9 | 56.2 | 52.8 | 63.0 | 76.7 | 60.1 | 73.4 | 84.1 | 1.0 | 29 | 46 |
| MOT16-14 | 56.4 | 64.4 | 46.7 | 49 | 30 | 1,237 | 6,708 | 63.7 | 90.5 | 48.7 | 45.2 | 53.7 | 72.0 | 49.8 | 70.7 | 79.7 | 1.6 | 106 | 155 |
Raw data:
