Benchmark:
MOT15 |
Short name:
mLK
Detector:
Public
Description:
n/a
Reference:
Yuan Zhang, Di Xie and Shiliang Pu (Hikvision Research Institute)
Last submitted:
March 11, 2016 (8 years ago)
Published:
March 11, 2016 at 13:20:42 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3GH,1 Core
Runtime:
1.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT15 | 35.1 | 47.5 | 33.4 | 89 (12.3) | 276 (38.3) | 5,678 | 33,815 | 45.0 | 83.0 | 36.3 | 31.0 | 39.3 | 70.2 | 34.1 | 62.9 | 75.7 | 1.0 | 383 (8.5) | 1,175 (26.1) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| ADL-Rundle-1 | 25.2 | 49.4 | 34.5 | 7 | 8 | 2,199 | 4,733 | 49.1 | 67.5 | 39.8 | 30.3 | 43.8 | 69.1 | 37.7 | 51.8 | 75.8 | 4.4 | 29 | 127 |
| ADL-Rundle-3 | 39.1 | 46.4 | 31.9 | 3 | 12 | 495 | 5,661 | 44.3 | 90.1 | 32.0 | 32.0 | 34.2 | 71.4 | 33.9 | 68.9 | 77.1 | 0.8 | 40 | 91 |
| AVG-TownCentre | 38.6 | 55.2 | 38.8 | 44 | 69 | 767 | 3,560 | 50.2 | 82.4 | 44.7 | 34.2 | 48.7 | 70.4 | 37.7 | 61.9 | 74.3 | 1.7 | 62 | 245 |
| ETH-Crossing | 30.2 | 44.8 | 29.0 | 1 | 15 | 4 | 694 | 30.8 | 98.7 | 37.0 | 22.8 | 39.2 | 76.5 | 23.3 | 74.7 | 78.4 | 0.0 | 2 | 11 |
| ETH-Jelmoli | 44.5 | 60.6 | 40.4 | 6 | 13 | 282 | 1,108 | 56.3 | 83.5 | 42.5 | 38.6 | 47.5 | 70.4 | 43.5 | 64.6 | 77.5 | 0.6 | 17 | 59 |
| ETH-Linthescher | 27.8 | 35.7 | 27.5 | 11 | 123 | 184 | 6,215 | 30.4 | 93.7 | 33.2 | 22.8 | 36.6 | 72.5 | 23.6 | 72.6 | 78.2 | 0.2 | 49 | 99 |
| KITTI-16 | 43.4 | 58.2 | 38.4 | 1 | 4 | 137 | 809 | 52.4 | 86.7 | 40.6 | 36.4 | 43.9 | 67.9 | 39.9 | 65.9 | 76.4 | 0.7 | 16 | 36 |
| KITTI-19 | 34.0 | 52.2 | 34.7 | 4 | 16 | 651 | 2,841 | 46.8 | 79.4 | 38.4 | 31.8 | 41.0 | 68.0 | 34.7 | 58.8 | 71.7 | 0.6 | 32 | 177 |
| PETS09-S2L2 | 45.5 | 41.2 | 28.9 | 4 | 7 | 362 | 4,791 | 50.3 | 93.1 | 23.7 | 35.4 | 25.3 | 66.8 | 37.2 | 68.7 | 75.1 | 0.8 | 99 | 241 |
| TUD-Crossing | 69.6 | 78.7 | 52.3 | 7 | 2 | 7 | 310 | 71.9 | 99.1 | 52.7 | 51.9 | 56.6 | 73.4 | 54.4 | 75.0 | 78.3 | 0.0 | 18 | 28 |
| Venice-1 | 18.9 | 39.6 | 29.4 | 1 | 7 | 590 | 3,093 | 32.2 | 71.4 | 38.5 | 22.4 | 40.7 | 68.5 | 25.3 | 56.0 | 76.0 | 1.3 | 19 | 61 |
Raw data: