MPTC: Multi-Pedestrian Tracking with Clusters
MOT16-14
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:
January 12, 2021 (3 years ago)
Published:
January 06, 2022 at 09:13:32 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
Nvidia Tesla V100
Runtime:
1.2 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 | 62.9 | 65.1 | 51.1 | 195 (25.7) | 240 (31.6) | 3,361 | 63,565 | 65.1 | 97.2 | 51.5 | 50.9 | 55.7 | 75.4 | 53.5 | 79.8 | 82.7 | 0.6 | 685 (10.5) | 1,716 (26.3) |
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 | 44.9 | 54.5 | 43.9 | 7 | 10 | 38 | 3,463 | 45.8 | 98.7 | 52.7 | 36.7 | 55.0 | 81.0 | 37.7 | 81.3 | 83.0 | 0.1 | 24 | 95 |
| MOT16-03 | 75.1 | 72.8 | 56.9 | 81 | 15 | 1,843 | 23,888 | 77.2 | 97.8 | 54.2 | 60.1 | 58.1 | 76.0 | 63.3 | 80.2 | 82.6 | 1.2 | 252 | 500 |
| MOT16-06 | 54.8 | 60.4 | 47.4 | 51 | 87 | 240 | 4,904 | 57.5 | 96.5 | 50.0 | 45.1 | 60.4 | 68.2 | 47.4 | 79.5 | 83.0 | 0.2 | 76 | 200 |
| MOT16-07 | 54.1 | 55.9 | 43.4 | 11 | 10 | 287 | 7,121 | 56.4 | 97.0 | 43.4 | 43.7 | 46.4 | 74.7 | 45.8 | 78.8 | 82.1 | 0.6 | 89 | 292 |
| MOT16-08 | 41.5 | 46.9 | 39.4 | 12 | 21 | 318 | 9,378 | 44.0 | 95.9 | 43.6 | 35.9 | 47.3 | 75.9 | 37.3 | 81.4 | 84.6 | 0.5 | 98 | 209 |
| MOT16-12 | 53.3 | 59.4 | 48.4 | 19 | 27 | 182 | 3,663 | 55.8 | 96.2 | 52.5 | 44.7 | 57.9 | 74.6 | 47.0 | 80.9 | 84.4 | 0.2 | 30 | 94 |
| MOT16-14 | 36.6 | 47.0 | 33.9 | 14 | 70 | 453 | 11,148 | 39.7 | 94.2 | 38.4 | 30.0 | 41.9 | 70.7 | 31.5 | 74.7 | 80.4 | 0.6 | 116 | 326 |
Raw data:
