INTERA_MOT: tracking by exploiting close and distant interactions
MOT16-01
Benchmark:
MOT16 |
Short name:
INTERA_MOT
Detector:
Public
Description:
n/a
Reference:
L. Lan, X. Wang, S. Zhang, D. Tao, W. Gao, T. Huang. Interacting Tracklets for Multi-object Tracking. In IEEE Transactions on Image Processing, 2018.
Last submitted:
April 11, 2018 (3 years ago)
Published:
July 16, 2018 at 04:50:57 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
3.4GHz 8 Core
Runtime:
4.3 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 45.4 | 47.7 | 37.2 | 74.4 | 137 (18.1) | 294 (38.7) | 13,407 | 85,547 | 53.1 | 87.8 | 36.7 | 38.1 | 39.4 | 73.6 | 41.4 | 68.6 | 77.8 | 2.3 | 600 (11.3) | 930 (17.5) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 38.0 | 33.1 | 27.9 | 71.3 | 5 | 9 | 218 | 3,716 | 41.9 | 92.5 | 26.8 | 29.2 | 29.2 | 68.9 | 30.7 | 67.9 | 76.1 | 0.5 | 32 | 35 |
| MOT16-03 | 51.4 | 49.4 | 38.6 | 74.2 | 41 | 24 | 8,706 | 41,822 | 60.0 | 87.8 | 35.2 | 42.7 | 37.6 | 73.1 | 46.8 | 68.5 | 77.6 | 5.8 | 296 | 485 |
| MOT16-06 | 50.9 | 60.0 | 44.7 | 72.7 | 49 | 97 | 521 | 5,091 | 55.9 | 92.5 | 51.2 | 39.6 | 57.9 | 71.4 | 42.3 | 70.0 | 77.0 | 0.4 | 52 | 119 |
| MOT16-07 | 40.8 | 44.5 | 34.2 | 73.9 | 7 | 15 | 1,457 | 8,131 | 50.2 | 84.9 | 33.8 | 35.2 | 35.9 | 73.8 | 38.8 | 65.6 | 77.0 | 2.9 | 77 | 101 |
| MOT16-08 | 33.0 | 39.0 | 32.8 | 78.8 | 10 | 23 | 915 | 10,224 | 38.9 | 87.7 | 36.0 | 30.0 | 38.3 | 77.2 | 32.1 | 72.3 | 81.3 | 1.5 | 79 | 89 |
| MOT16-12 | 42.2 | 55.5 | 42.3 | 77.1 | 16 | 38 | 673 | 4,093 | 50.7 | 86.2 | 48.8 | 36.9 | 51.9 | 75.3 | 40.5 | 69.0 | 79.9 | 0.7 | 30 | 40 |
| MOT16-14 | 27.4 | 39.2 | 29.2 | 74.3 | 9 | 88 | 917 | 12,470 | 32.5 | 86.8 | 35.6 | 24.1 | 37.2 | 73.4 | 25.4 | 67.8 | 77.5 | 1.2 | 34 | 61 |
Raw data:
