RETracker: Random Ensemble Tracker
MOT20-07
Benchmark:
MOT20 |
Short name:
RETracker
Detector:
Public
Description:
Reference:
Y. Kawanishi. Label-Based Multiple Object Ensemble Tracking with Randomized Frame Dropping. In Proceedings of the 26th International Conference on Pattern Recognition, 2022.
Last submitted:
January 05, 2022 (2 years ago)
Published:
September 19, 2022 at 12:37:16 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
3.00 GHz 18 core
Runtime:
0.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 62.4 | 53.0 | 45.3 | 605 (48.7) | 192 (15.5) | 43,503 | 147,451 | 71.5 | 89.5 | 38.6 | 53.4 | 53.3 | 52.3 | 59.3 | 74.2 | 82.1 | 9.7 | 3,804 (0.0) | 9,245 (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 | 75.9 | 61.2 | 52.5 | 407 | 45 | 20,457 | 44,444 | 83.8 | 91.8 | 43.2 | 64.0 | 61.0 | 55.3 | 70.3 | 77.0 | 82.5 | 9.8 | 1,017 | 3,233 |
| MOT20-06 | 46.6 | 40.6 | 33.8 | 86 | 73 | 12,215 | 57,169 | 56.9 | 86.1 | 27.8 | 41.3 | 37.2 | 44.1 | 46.2 | 69.9 | 81.2 | 12.1 | 1,550 | 3,379 |
| MOT20-07 | 76.0 | 61.2 | 52.0 | 78 | 6 | 1,971 | 5,738 | 82.7 | 93.3 | 43.0 | 63.1 | 54.4 | 56.8 | 69.3 | 78.2 | 83.9 | 3.4 | 224 | 421 |
| MOT20-08 | 35.5 | 35.8 | 30.4 | 34 | 68 | 8,860 | 40,100 | 48.2 | 80.8 | 27.7 | 33.7 | 35.5 | 45.6 | 38.4 | 64.3 | 80.0 | 11.0 | 1,013 | 2,212 |
Raw data:
