Benchmark:
MOT16 |
Short name:
RFS
Detector:
Public
Description:
n/a
Reference:
MTSFS：Online Multi-Object Tracking Based on Salient Feature Selection in Crowded Scenes
Last submitted:
June 07, 2020 (3 years ago)
Published:
July 23, 2020 at 09:24:41 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
Runtime:
1.0 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 | 50.9 | 53.9 | 40.5 | 127 (16.7) | 298 (39.3) | 8,884 | 79,918 | 56.2 | 92.0 | 41.1 | 40.4 | 44.2 | 71.7 | 43.1 | 70.7 | 77.6 | 1.5 | 714 (12.7) | 1,799 (32.0) |
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 | 33.7 | 30.8 | 25.2 | 2 | 10 | 245 | 3,953 | 38.2 | 90.9 | 23.5 | 27.2 | 26.8 | 60.2 | 28.6 | 68.1 | 76.1 | 0.5 | 40 | 122 |
| MOT16-03 | 62.2 | 61.9 | 45.7 | 54 | 25 | 3,728 | 35,630 | 65.9 | 94.9 | 44.4 | 47.5 | 47.1 | 73.7 | 50.4 | 72.6 | 77.9 | 2.5 | 166 | 577 |
| MOT16-06 | 41.3 | 45.9 | 34.6 | 24 | 100 | 674 | 5,996 | 48.0 | 89.2 | 35.4 | 34.1 | 43.2 | 62.6 | 36.5 | 67.8 | 76.4 | 0.6 | 103 | 234 |
| MOT16-07 | 42.1 | 41.6 | 32.2 | 9 | 15 | 1,455 | 7,841 | 52.0 | 85.4 | 29.0 | 36.4 | 31.4 | 66.8 | 39.6 | 65.0 | 75.1 | 2.9 | 158 | 310 |
| MOT16-08 | 39.3 | 46.3 | 35.9 | 14 | 20 | 910 | 9,148 | 45.3 | 89.3 | 38.2 | 33.9 | 41.5 | 71.8 | 36.4 | 71.6 | 79.6 | 1.5 | 94 | 208 |
| MOT16-12 | 45.2 | 57.2 | 43.5 | 16 | 34 | 623 | 3,891 | 53.1 | 87.6 | 48.9 | 38.7 | 53.3 | 72.3 | 42.5 | 70.1 | 80.0 | 0.7 | 31 | 65 |
| MOT16-14 | 19.8 | 30.0 | 22.0 | 8 | 94 | 1,249 | 13,459 | 27.2 | 80.1 | 25.3 | 19.3 | 27.8 | 61.1 | 20.6 | 60.6 | 74.3 | 1.7 | 122 | 283 |
Raw data: