SSL_MOT: Self-Supervised Learning Based Multi-Object Tracking
MOT16-07
Short name:
SSL_MOT
Detector:
Public
Description:
Reference:
Last submitted:
August 24, 2021 (1 year ago)
Published:
August 17, 2021 at 16:55:33 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
RTX2080ti
Runtime:
13.7 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 62.1 | 45.2 | 40.6 | 208 (27.4) | 222 (29.2) | 4,760 | 63,238 | 65.3 | 96.2 | 32.9 | 50.5 | 49.9 | 43.0 | 53.5 | 78.8 | 82.4 | 0.8 | 1,022 (0.0) | 1,356 (0.0) |
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 | 47.1 | 41.7 | 37.0 | 6 | 10 | 66 | 3,279 | 48.7 | 97.9 | 35.4 | 38.7 | 40.2 | 65.5 | 40.1 | 80.7 | 83.2 | 0.1 | 41 | 56 |
| MOT16-03 | 73.5 | 50.0 | 45.2 | 73 | 16 | 1,540 | 25,985 | 75.1 | 98.1 | 35.1 | 58.5 | 54.5 | 42.2 | 61.5 | 80.2 | 82.5 | 1.0 | 162 | 280 |
| MOT16-06 | 52.3 | 36.3 | 33.4 | 63 | 84 | 743 | 4,605 | 60.1 | 90.3 | 24.8 | 45.4 | 49.6 | 33.3 | 49.5 | 74.4 | 82.3 | 0.6 | 150 | 186 |
| MOT16-07 | 58.4 | 43.1 | 36.9 | 14 | 7 | 468 | 6,154 | 62.3 | 95.6 | 29.0 | 47.8 | 38.1 | 45.2 | 50.7 | 77.8 | 81.8 | 0.9 | 163 | 229 |
| MOT16-08 | 41.7 | 32.2 | 29.0 | 12 | 18 | 608 | 8,944 | 46.6 | 92.8 | 23.3 | 36.5 | 32.9 | 42.4 | 38.8 | 77.3 | 83.3 | 1.0 | 200 | 214 |
| MOT16-12 | 53.9 | 55.5 | 47.1 | 26 | 23 | 386 | 3,395 | 59.1 | 92.7 | 48.0 | 46.4 | 58.9 | 65.1 | 49.8 | 78.1 | 84.0 | 0.4 | 42 | 61 |
| MOT16-14 | 34.6 | 28.9 | 24.8 | 14 | 64 | 949 | 10,876 | 41.2 | 88.9 | 20.1 | 30.7 | 32.8 | 32.2 | 32.9 | 71.1 | 80.1 | 1.3 | 264 | 330 |
Raw data:
