Benchmark:
MOT16 |
Short name:
GM_PHD_N1T
Detector:
Public
Description:
n/a
Reference:
N. Baisa, A. Wallace. Development of a N-type GM-PHD filter for multiple target, multiple type visual tracking. In Journal of Visual Communication and Image Representation, 2019.
Last submitted:
April 09, 2018 (6 years ago)
Published:
April 09, 2018 at 12:49:12 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
i7 2.3 GHZ, 1 Core
Runtime:
9.9 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 | 33.3 | 25.5 | 22.6 | 42 (5.5) | 425 (56.0) | 1,750 | 116,452 | 36.1 | 97.4 | 18.7 | 27.7 | 19.5 | 77.6 | 28.5 | 76.9 | 80.1 | 0.3 | 3,499 (96.8) | 3,594 (99.5) |
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 | 20.5 | 16.7 | 15.5 | 1 | 14 | 34 | 4,940 | 22.8 | 97.7 | 14.3 | 17.0 | 14.7 | 74.3 | 17.3 | 74.4 | 78.1 | 0.1 | 109 | 120 |
| MOT16-03 | 39.4 | 25.9 | 23.2 | 12 | 53 | 549 | 60,756 | 41.9 | 98.8 | 16.9 | 32.1 | 17.4 | 78.3 | 33.0 | 77.8 | 80.3 | 0.4 | 2,043 | 2,099 |
| MOT16-06 | 35.7 | 36.1 | 28.3 | 11 | 126 | 274 | 6,909 | 40.1 | 94.4 | 27.5 | 29.5 | 32.5 | 67.0 | 30.7 | 72.3 | 77.5 | 0.2 | 237 | 233 |
| MOT16-07 | 26.4 | 23.3 | 20.4 | 3 | 30 | 390 | 11,224 | 31.2 | 92.9 | 17.9 | 23.8 | 18.5 | 72.0 | 24.6 | 73.1 | 78.2 | 0.8 | 402 | 420 |
| MOT16-08 | 26.7 | 25.8 | 23.0 | 3 | 31 | 117 | 11,893 | 28.9 | 97.6 | 22.4 | 23.5 | 22.9 | 83.5 | 24.0 | 81.1 | 83.3 | 0.2 | 259 | 263 |
| MOT16-12 | 35.8 | 36.7 | 30.5 | 8 | 45 | 159 | 5,022 | 39.5 | 95.4 | 30.6 | 30.6 | 31.6 | 81.8 | 31.7 | 76.6 | 80.9 | 0.2 | 142 | 148 |
| MOT16-14 | 12.1 | 13.4 | 12.6 | 4 | 126 | 227 | 15,708 | 15.0 | 92.4 | 14.1 | 11.5 | 14.5 | 74.4 | 11.7 | 72.3 | 78.5 | 0.3 | 307 | 311 |
Raw data: