GNMOT_IA: Graph Network based Multi-Object Tracking with Interactive Association
MOT20-04
Short name:
GNMOT_IA
Detector:
Public
Description:
Reference:
Last submitted:
December 22, 2021 (1 year ago)
Published:
January 23, 2022 at 05:42:17 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
cpu i7-9700K, gpu 2080ti, ram 64GB
Runtime:
3.6 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 | 63.1 | 65.2 | 52.5 | 761 (61.3) | 131 (10.5) | 71,152 | 115,701 | 77.6 | 85.0 | 51.3 | 54.1 | 56.8 | 70.6 | 63.2 | 69.2 | 81.5 | 15.9 | 4,041 (0.0) | 13,101 (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 | 80.7 | 77.4 | 61.8 | 514 | 24 | 20,442 | 31,386 | 88.5 | 92.2 | 58.6 | 65.3 | 63.4 | 77.3 | 72.6 | 75.6 | 82.5 | 9.8 | 1,088 | 7,070 |
| MOT20-06 | 44.0 | 50.0 | 39.6 | 111 | 59 | 25,212 | 47,502 | 64.2 | 77.2 | 36.9 | 42.8 | 43.2 | 57.7 | 51.8 | 62.3 | 79.7 | 25.0 | 1,682 | 3,213 |
| MOT20-07 | 70.2 | 67.9 | 54.7 | 84 | 1 | 4,311 | 5,172 | 84.4 | 86.6 | 51.6 | 58.7 | 58.1 | 69.5 | 68.6 | 70.4 | 81.6 | 7.4 | 368 | 979 |
| MOT20-08 | 30.7 | 44.2 | 36.9 | 52 | 47 | 21,187 | 31,641 | 59.2 | 68.4 | 37.7 | 36.5 | 45.2 | 57.8 | 47.3 | 54.7 | 79.6 | 26.3 | 903 | 1,839 |
Raw data:
