GSM_Tracktor: GSM: Graph Similarity Model for Multi-object Tracking
MOT16-01
Short name:
GSM_Tracktor
Detector:
Public
Description:
Reference:
Q. Liu, Q. Chu, B. Liu, N. Yu. Gsm: graph similarity model for multi-object tracking. In International Joint Conferences on Artificial Intelligence Organization, 2020.
Last submitted:
June 25, 2020 (1 year ago)
Published:
June 25, 2020 at 03:51:32 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
TITAN XP
Runtime:
7.6 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 57.0 | 58.2 | 45.9 | 167 (22.0) | 262 (34.5) | 4,332 | 73,573 | 59.6 | 96.2 | 46.7 | 45.4 | 50.1 | 77.5 | 47.8 | 77.1 | 81.1 | 0.7 | 475 (8.0) | 859 (14.4) |
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 | 43.5 | 38.5 | 34.3 | 5 | 10 | 78 | 3,513 | 45.1 | 97.4 | 34.2 | 34.5 | 38.3 | 68.2 | 35.7 | 77.1 | 80.5 | 0.2 | 24 | 36 |
| MOT16-03 | 68.4 | 65.4 | 51.2 | 61 | 18 | 2,266 | 30,623 | 70.7 | 97.0 | 49.4 | 53.3 | 52.3 | 78.4 | 56.3 | 77.3 | 80.8 | 1.5 | 149 | 275 |
| MOT16-06 | 50.0 | 55.4 | 43.2 | 54 | 86 | 867 | 4,824 | 58.2 | 88.6 | 43.5 | 43.2 | 53.6 | 68.8 | 47.4 | 72.1 | 81.0 | 0.7 | 73 | 135 |
| MOT16-07 | 47.1 | 49.0 | 38.1 | 8 | 14 | 261 | 8,313 | 49.1 | 96.8 | 38.9 | 37.7 | 41.1 | 75.7 | 39.3 | 77.6 | 81.0 | 0.5 | 65 | 144 |
| MOT16-08 | 35.5 | 37.3 | 33.0 | 10 | 24 | 165 | 10,549 | 37.0 | 97.4 | 36.1 | 30.3 | 38.4 | 81.3 | 31.2 | 82.3 | 84.7 | 0.3 | 75 | 98 |
| MOT16-12 | 49.0 | 57.0 | 46.5 | 19 | 35 | 162 | 4,043 | 51.3 | 96.3 | 52.6 | 41.3 | 57.7 | 76.3 | 43.2 | 81.1 | 84.2 | 0.2 | 22 | 32 |
| MOT16-14 | 33.4 | 45.3 | 32.1 | 10 | 75 | 533 | 11,708 | 36.7 | 92.7 | 37.6 | 27.5 | 40.2 | 73.9 | 28.8 | 72.9 | 79.5 | 0.7 | 67 | 139 |
Raw data:
