Benchmark:
MOT16 |
Short name:
ASTT
Detector:
Public
Description:
n/a
Reference:
Yi Tao el al., “Adaptive Spatio-temporal Model Based Multiple Object Tracking Considering a Moving Camera[C]”, International Conference on Universal Village (UV), 2018.
Last submitted:
August 15, 2017 (7 years ago)
Published:
October 22, 2018 at 22:33:58 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2.70GHz, 1 Core
Runtime:
0.5 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 | 47.2 | 44.3 | 35.2 | 124 (16.3) | 316 (41.6) | 4,680 | 90,877 | 50.2 | 95.1 | 33.2 | 37.6 | 34.4 | 79.4 | 39.4 | 74.7 | 79.6 | 0.8 | 633 (12.6) | 814 (16.2) |
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 | 30.3 | 43.3 | 32.7 | 6 | 11 | 124 | 4,316 | 32.5 | 94.4 | 44.5 | 24.0 | 46.6 | 74.9 | 24.8 | 72.0 | 77.3 | 0.3 | 15 | 28 |
| MOT16-03 | 53.8 | 43.2 | 35.0 | 34 | 30 | 2,739 | 45,196 | 56.8 | 95.6 | 29.3 | 42.3 | 30.2 | 79.3 | 44.5 | 75.0 | 79.6 | 1.8 | 349 | 419 |
| MOT16-06 | 51.9 | 61.6 | 45.6 | 45 | 105 | 224 | 5,263 | 54.4 | 96.6 | 52.6 | 39.8 | 55.5 | 77.8 | 41.6 | 73.9 | 78.2 | 0.2 | 57 | 87 |
| MOT16-07 | 45.7 | 46.4 | 34.6 | 6 | 15 | 426 | 8,373 | 48.7 | 94.9 | 33.5 | 36.2 | 34.6 | 78.2 | 37.8 | 73.7 | 78.6 | 0.9 | 69 | 97 |
| MOT16-08 | 32.9 | 35.1 | 29.5 | 6 | 24 | 393 | 10,753 | 35.7 | 93.8 | 30.4 | 28.6 | 31.4 | 81.2 | 29.8 | 78.2 | 82.8 | 0.6 | 81 | 91 |
| MOT16-12 | 43.9 | 55.6 | 43.0 | 15 | 36 | 437 | 4,190 | 49.5 | 90.4 | 50.1 | 36.9 | 52.5 | 79.5 | 39.7 | 72.5 | 80.8 | 0.5 | 25 | 31 |
| MOT16-14 | 28.8 | 39.8 | 29.8 | 12 | 95 | 337 | 12,786 | 30.8 | 94.4 | 38.2 | 23.3 | 39.6 | 79.0 | 24.1 | 73.7 | 78.9 | 0.4 | 37 | 61 |
Raw data: