SSL_MOT: Self-Supervised Learning Based Multi-Object Tracking
MOT20-04
Short name:
SSL_MOT
Detector:
Public
Description:
Reference:
Last submitted:
September 06, 2021 (1 year ago)
Published:
August 24, 2021 at 10:25:38 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
RTX2080ti
Runtime:
1.6 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 48.1 | 37.5 | 30.9 | 421 (33.9) | 240 (19.3) | 70,716 | 186,779 | 63.9 | 82.4 | 21.8 | 44.3 | 34.7 | 34.7 | 51.4 | 66.2 | 80.0 | 15.8 | 11,247 (0.0) | 9,024 (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 |
| MOT20-04 | 60.6 | 41.7 | 34.2 | 316 | 48 | 40,341 | 59,946 | 78.1 | 84.1 | 21.8 | 54.2 | 36.4 | 34.8 | 63.6 | 68.5 | 81.1 | 19.4 | 7,798 | 4,849 |
| MOT20-06 | 33.8 | 28.9 | 23.9 | 48 | 92 | 16,554 | 69,301 | 47.8 | 79.3 | 17.5 | 32.9 | 27.8 | 28.2 | 37.5 | 62.2 | 77.8 | 16.4 | 2,092 | 2,374 |
| MOT20-07 | 61.4 | 52.3 | 41.9 | 37 | 13 | 1,753 | 10,749 | 67.5 | 92.7 | 36.0 | 49.4 | 45.5 | 52.7 | 53.8 | 73.8 | 80.7 | 3.0 | 283 | 418 |
| MOT20-08 | 22.7 | 27.5 | 22.7 | 20 | 87 | 12,068 | 46,783 | 39.6 | 71.8 | 19.8 | 26.5 | 27.8 | 33.3 | 30.8 | 55.8 | 76.4 | 15.0 | 1,074 | 1,383 |
Raw data:
