Benchmark:
MOT16 |
Short name:
EDMT
Detector:
Public
Description:
n/a
Reference:
J. Chen, H. Sheng, Y. Zhang, Z. Xiong. Enhancing Detection Model for Multiple Hypothesis Tracking. In BMTT-PETS CVPRw, 2017.
Last submitted:
April 10, 2017 (7 years ago)
Published:
April 10, 2017 at 15:07:59 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3GHZ, 8 Core
Runtime:
1.8 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 | 45.3 | 47.9 | 37.3 | 129 (17.0) | 303 (39.9) | 11,122 | 87,890 | 51.8 | 89.5 | 37.0 | 38.0 | 38.8 | 77.5 | 41.0 | 70.9 | 79.2 | 1.9 | 639 (12.3) | 946 (18.3) |
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 | 35.3 | 44.0 | 33.0 | 6 | 10 | 150 | 3,975 | 37.8 | 94.2 | 39.4 | 27.8 | 41.1 | 74.0 | 28.7 | 71.5 | 76.6 | 0.3 | 15 | 41 |
| MOT16-03 | 51.2 | 48.8 | 38.4 | 36 | 28 | 7,182 | 43,487 | 58.4 | 89.5 | 34.9 | 42.5 | 36.4 | 78.1 | 46.2 | 70.8 | 79.2 | 4.8 | 319 | 479 |
| MOT16-06 | 49.8 | 59.9 | 45.0 | 46 | 104 | 430 | 5,308 | 54.0 | 93.5 | 51.8 | 39.5 | 56.1 | 74.9 | 41.8 | 72.4 | 78.3 | 0.4 | 53 | 91 |
| MOT16-07 | 46.1 | 48.7 | 36.2 | 8 | 15 | 614 | 8,114 | 50.3 | 93.0 | 35.7 | 37.0 | 37.2 | 76.9 | 39.1 | 72.3 | 78.4 | 1.2 | 72 | 103 |
| MOT16-08 | 32.3 | 37.3 | 32.2 | 7 | 21 | 846 | 10,396 | 37.9 | 88.2 | 34.9 | 29.8 | 36.5 | 78.6 | 31.7 | 73.8 | 82.3 | 1.4 | 85 | 87 |
| MOT16-12 | 43.1 | 56.0 | 43.2 | 17 | 35 | 739 | 3,948 | 52.4 | 85.5 | 49.2 | 37.9 | 53.1 | 75.3 | 42.1 | 68.7 | 80.5 | 0.8 | 31 | 40 |
| MOT16-14 | 24.9 | 38.8 | 28.4 | 9 | 90 | 1,161 | 12,662 | 31.5 | 83.4 | 34.8 | 23.4 | 37.0 | 73.8 | 25.0 | 66.3 | 78.0 | 1.5 | 64 | 105 |
Raw data: