IOU_KMM: Linear Time Siamese Network
MOT20-04
Benchmark:
MOT20 |
Short name:
IOU_KMM
Detector:
Public
Description:
Reference:
O. Urbann, O. Bredtmann, M. Otten, P. Richter, T. Bauer, D. Zibriczky. Online and Real-Time Tracking in a Surveillance Scenario. In arXiv, 2021.
Last submitted:
April 22, 2021 (2 years ago)
Published:
June 03, 2021 at 08:47:21 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
24 Core Skylake Intel Xeon, 2.7 GHz, NVidia V100
Runtime:
30.3 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 46.5 | 49.4 | 40.4 | 371 (29.9) | 244 (19.6) | 57,517 | 214,777 | 58.5 | 84.0 | 39.4 | 41.9 | 41.7 | 75.2 | 47.3 | 67.9 | 79.9 | 12.8 | 4,509 (0.0) | 7,557 (0.0) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20-04 | 68.9 | 62.9 | 50.2 | 281 | 53 | 9,633 | 74,173 | 72.9 | 95.4 | 45.2 | 55.9 | 47.6 | 79.0 | 59.7 | 78.1 | 82.2 | 4.6 | 1,528 | 3,418 |
| MOT20-06 | 21.5 | 31.6 | 26.2 | 35 | 95 | 25,519 | 76,994 | 42.0 | 68.6 | 25.1 | 28.0 | 26.9 | 65.1 | 33.1 | 54.1 | 75.2 | 25.3 | 1,728 | 2,400 |
| MOT20-07 | 50.9 | 49.4 | 39.3 | 41 | 16 | 2,660 | 13,235 | 60.0 | 88.2 | 36.8 | 42.8 | 39.3 | 73.4 | 47.4 | 69.7 | 79.4 | 4.5 | 360 | 447 |
| MOT20-08 | 8.4 | 27.1 | 22.6 | 14 | 80 | 19,705 | 50,375 | 35.0 | 57.9 | 23.5 | 22.3 | 25.5 | 61.7 | 27.5 | 45.6 | 73.5 | 24.4 | 893 | 1,292 |
Raw data:
