RLMOT: Real time Multiple Object Tracking
MOT16-01
Benchmark:
MOT16 |
Short name:
RLMOT
Detector:
Public
Description:
Reference:
Last submitted:
February 10, 2021 (1 year ago)
Published:
February 10, 2021 at 17:31:24 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GTX 1050 Ti
Runtime:
3.3 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 74.7 | 73.8 | 60.0 | 322 (42.4) | 131 (17.3) | 8,409 | 36,757 | 79.8 | 94.5 | 58.6 | 61.6 | 64.5 | 76.4 | 66.6 | 78.9 | 83.7 | 1.4 | 963 (12.1) | 2,587 (32.4) |
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 | 58.2 | 59.1 | 48.5 | 10 | 4 | 390 | 2,251 | 64.8 | 91.4 | 48.0 | 49.5 | 53.8 | 75.4 | 54.1 | 76.3 | 83.7 | 0.9 | 33 | 107 |
| MOT16-03 | 89.2 | 82.1 | 68.1 | 127 | 0 | 3,339 | 7,765 | 92.6 | 96.7 | 63.4 | 73.3 | 69.9 | 77.4 | 78.3 | 81.7 | 84.6 | 2.2 | 203 | 716 |
| MOT16-06 | 62.7 | 66.0 | 52.3 | 75 | 50 | 380 | 3,779 | 67.2 | 95.3 | 52.8 | 52.0 | 58.6 | 76.2 | 55.4 | 78.6 | 83.0 | 0.3 | 146 | 266 |
| MOT16-07 | 64.2 | 64.8 | 50.8 | 22 | 2 | 1,252 | 4,471 | 72.6 | 90.4 | 48.4 | 53.5 | 52.0 | 74.1 | 59.5 | 74.2 | 82.6 | 2.5 | 117 | 391 |
| MOT16-08 | 44.7 | 46.0 | 38.8 | 18 | 14 | 633 | 8,490 | 49.3 | 92.9 | 39.2 | 38.7 | 43.5 | 72.2 | 41.0 | 77.3 | 83.0 | 1.0 | 140 | 360 |
| MOT16-12 | 58.9 | 70.3 | 53.7 | 27 | 16 | 612 | 2,775 | 66.5 | 90.0 | 58.5 | 49.6 | 63.7 | 77.1 | 54.7 | 74.0 | 82.7 | 0.7 | 24 | 175 |
| MOT16-14 | 49.5 | 62.3 | 44.0 | 43 | 45 | 1,803 | 7,226 | 60.9 | 86.2 | 47.3 | 41.5 | 51.8 | 70.6 | 46.8 | 66.2 | 78.6 | 2.4 | 300 | 572 |
Raw data:
