FlowTracker: SDOF-Tracker: Fast and Accurate Multiple Human Tracking by Skipped-Detection and Optical-Flow
MOT20-04
Short name:
FlowTracker
Detector:
Public
Description:
Reference:
H. Nishimura et al., "SDOF-Tracker: Fast and Accurate Multiple Human Tracking by Skipped-Detection and Optical-Flow"
Last submitted:
June 21, 2021 (2 years ago)
Published:
June 25, 2021 at 03:06:55 CET
Submissions:
4
Project page / code:
Open source:
Yes
Hardware:
CPU (4.20GHz, 4 Core), no GPU
Runtime:
19.2 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 | 46.7 | 42.4 | 35.6 | 345 (27.8) | 249 (20.0) | 54,732 | 217,371 | 58.0 | 84.6 | 31.2 | 41.3 | 34.2 | 68.3 | 46.4 | 67.6 | 79.1 | 12.2 | 3,532 (0.0) | 5,165 (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 | 67.0 | 50.8 | 42.6 | 259 | 59 | 11,939 | 76,809 | 72.0 | 94.3 | 33.8 | 54.0 | 36.9 | 71.4 | 58.2 | 76.2 | 81.2 | 5.7 | 1,795 | 2,440 |
| MOT20-06 | 24.2 | 31.4 | 26.1 | 35 | 97 | 22,585 | 77,039 | 42.0 | 71.2 | 24.4 | 28.4 | 27.1 | 60.0 | 32.9 | 55.8 | 75.1 | 22.4 | 990 | 1,518 |
| MOT20-07 | 52.2 | 48.2 | 38.2 | 37 | 16 | 2,450 | 13,154 | 60.3 | 89.1 | 34.7 | 42.9 | 38.4 | 70.2 | 47.3 | 69.9 | 79.2 | 4.2 | 208 | 300 |
| MOT20-08 | 11.4 | 25.7 | 21.1 | 14 | 77 | 17,758 | 50,369 | 35.0 | 60.4 | 20.0 | 22.7 | 22.2 | 55.3 | 27.4 | 47.3 | 73.2 | 22.0 | 539 | 907 |
Raw data:
