Benchmark:
MOT16 |
Short name:
LMP
Detector:
Public
Description:
Reference:
S. Tang, M. Andriluka, B. Andres, B. Schiele. Multiple People Tracking with Lifted Multicut and Person Re-identification. In CVPR, 2017.
Last submitted:
November 03, 2016 (7 years ago)
Published:
June 12, 2017 at 15:31:47 CET
Submissions:
2
Project page / code:
Open source:
No
Hardware:
3.16GHz 1 Core
Runtime:
0.5 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 | 48.8 | 51.3 | 41.0 | 138 (18.2) | 304 (40.1) | 6,654 | 86,245 | 52.7 | 93.5 | 41.8 | 40.5 | 43.8 | 81.0 | 43.0 | 76.2 | 81.8 | 1.1 | 481 (9.1) | 595 (11.3) |
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 | 39.9 | 51.2 | 40.3 | 7 | 10 | 21 | 3,813 | 40.4 | 99.2 | 52.3 | 31.2 | 54.5 | 81.3 | 32.1 | 78.9 | 81.2 | 0.0 | 10 | 14 |
| MOT16-03 | 56.1 | 53.3 | 43.4 | 36 | 27 | 3,465 | 42,141 | 59.7 | 94.7 | 40.9 | 46.4 | 42.5 | 82.0 | 49.3 | 78.2 | 82.9 | 2.3 | 242 | 243 |
| MOT16-06 | 52.3 | 57.2 | 44.3 | 44 | 102 | 299 | 5,145 | 55.4 | 95.5 | 46.8 | 42.1 | 51.4 | 76.4 | 44.2 | 76.3 | 80.5 | 0.3 | 55 | 82 |
| MOT16-07 | 43.1 | 49.2 | 38.0 | 8 | 15 | 707 | 8,516 | 47.8 | 91.7 | 40.1 | 36.2 | 42.2 | 78.6 | 38.4 | 73.6 | 79.8 | 1.4 | 62 | 93 |
| MOT16-08 | 33.8 | 37.4 | 31.5 | 10 | 23 | 582 | 10,431 | 37.7 | 91.5 | 34.5 | 28.9 | 36.5 | 78.0 | 30.3 | 73.7 | 80.1 | 0.9 | 69 | 82 |
| MOT16-12 | 43.7 | 58.6 | 43.9 | 19 | 39 | 636 | 4,013 | 51.6 | 87.1 | 53.1 | 36.6 | 56.0 | 78.4 | 40.2 | 67.9 | 79.1 | 0.7 | 19 | 23 |
| MOT16-14 | 28.8 | 44.6 | 32.3 | 14 | 88 | 944 | 12,186 | 34.1 | 87.0 | 41.7 | 25.2 | 43.6 | 78.6 | 26.8 | 68.4 | 78.4 | 1.3 | 24 | 58 |
Raw data: