Benchmark:
MOT16 |
Short name:
JMC
Detector:
Public
Description:
Extension of "Subgraph Decomposition for Multi-Object Tracking (CVPR15)"
Reference:
S. Tang, B. Andres, M. Andriluka, B. Schiele. Multi-Person Tracking by Multicuts and Deep Matching. In BMTT, 2016.
Last submitted:
August 03, 2016 (7 years ago)
Published:
July 27, 2016 at 20:31:51 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
3.20GHz 1 Core
Runtime:
0.8 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 | 46.3 | 46.3 | 36.2 | 118 (15.5) | 301 (39.7) | 6,373 | 90,914 | 50.1 | 93.5 | 35.6 | 37.1 | 37.5 | 76.2 | 39.2 | 73.2 | 79.1 | 1.1 | 657 (13.1) | 1,114 (22.2) |
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 | 31.2 | 26.6 | 3 | 10 | 132 | 4,287 | 33.0 | 94.1 | 29.8 | 23.8 | 31.3 | 73.9 | 24.7 | 70.5 | 76.9 | 0.3 | 40 | 54 |
| MOT16-03 | 53.5 | 48.4 | 38.0 | 34 | 29 | 3,144 | 45,223 | 56.7 | 95.0 | 34.6 | 42.1 | 36.4 | 76.4 | 44.4 | 74.3 | 79.4 | 2.1 | 264 | 422 |
| MOT16-06 | 49.6 | 56.1 | 41.2 | 36 | 92 | 375 | 5,346 | 53.7 | 94.3 | 44.2 | 38.6 | 48.7 | 71.5 | 40.7 | 71.6 | 77.3 | 0.3 | 97 | 183 |
| MOT16-07 | 42.8 | 44.6 | 34.5 | 6 | 15 | 914 | 8,346 | 48.9 | 89.7 | 34.0 | 35.3 | 35.6 | 74.4 | 37.8 | 69.4 | 77.5 | 1.8 | 74 | 144 |
| MOT16-08 | 32.9 | 36.0 | 30.0 | 7 | 23 | 393 | 10,745 | 35.8 | 93.8 | 31.6 | 28.7 | 33.1 | 79.1 | 29.7 | 78.0 | 82.4 | 0.6 | 82 | 92 |
| MOT16-12 | 41.6 | 55.6 | 42.7 | 19 | 39 | 700 | 4,112 | 50.4 | 85.7 | 50.1 | 36.5 | 52.4 | 77.9 | 40.4 | 68.6 | 80.3 | 0.8 | 30 | 42 |
| MOT16-14 | 26.2 | 36.5 | 27.3 | 13 | 93 | 715 | 12,855 | 30.4 | 88.7 | 33.4 | 22.4 | 34.8 | 74.4 | 23.5 | 68.4 | 77.4 | 1.0 | 70 | 177 |
Raw data: