MPTC: Multi-Pedestrian Tracking with Clusters
MOT20-04
Short name:
MPTC
Detector:
Public
Description:
Reference:
D. Stadler, J. Beyerer. Multi-Pedestrian Tracking with Clusters. In 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2021.
Last submitted:
December 22, 2020 (3 years ago)
Published:
January 06, 2022 at 09:13:25 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
Nvidia Tesla V100
Runtime:
0.7 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 | 60.6 | 59.7 | 48.5 | 635 (51.1) | 208 (16.7) | 45,318 | 153,978 | 70.2 | 88.9 | 46.5 | 50.7 | 51.6 | 66.4 | 56.8 | 72.0 | 81.4 | 10.1 | 4,533 (64.5) | 5,163 (73.5) |
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 | 78.7 | 74.3 | 59.4 | 476 | 37 | 20,228 | 36,796 | 86.6 | 92.1 | 55.2 | 63.9 | 60.5 | 72.3 | 71.0 | 75.6 | 82.6 | 9.7 | 1,433 | 1,691 |
| MOT20-06 | 39.9 | 38.5 | 31.0 | 71 | 86 | 13,555 | 64,243 | 51.6 | 83.5 | 26.9 | 36.0 | 31.0 | 53.1 | 40.5 | 65.6 | 78.9 | 13.4 | 1,934 | 2,090 |
| MOT20-07 | 70.6 | 56.0 | 46.8 | 63 | 7 | 1,226 | 8,158 | 75.4 | 95.3 | 39.4 | 56.3 | 45.4 | 59.7 | 60.7 | 76.8 | 81.7 | 2.1 | 333 | 330 |
| MOT20-08 | 27.8 | 35.3 | 27.4 | 25 | 78 | 10,309 | 44,781 | 42.2 | 76.0 | 26.5 | 28.6 | 30.5 | 53.0 | 32.8 | 59.2 | 77.3 | 12.8 | 833 | 1,052 |
Raw data:
