UniMOT: Unified Method for Multiple Object Tracking and Pedestrian Detection
MOT20-08
Short name:
UniMOT
Detector:
Private
Description:
Reference:
Submission by Multimedia Lab. UNISOC
Last submitted:
January 19, 2021 (3 years ago)
Published:
January 19, 2021 at 07:49:47 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
RTX 3090
Runtime:
6.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 70.3 | 69.1 | 54.2 | 700 (56.4) | 155 (12.5) | 25,361 | 125,631 | 75.7 | 93.9 | 52.8 | 55.9 | 57.7 | 72.9 | 60.6 | 75.2 | 81.0 | 5.7 | 2,581 (34.1) | 6,657 (87.9) |
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 | 81.3 | 80.0 | 61.4 | 460 | 26 | 11,274 | 39,269 | 85.7 | 95.4 | 59.6 | 63.5 | 63.7 | 78.3 | 68.4 | 76.2 | 80.9 | 5.4 | 665 | 2,800 |
| MOT20-06 | 56.1 | 52.3 | 43.0 | 105 | 79 | 7,280 | 49,891 | 62.4 | 91.9 | 40.1 | 46.5 | 45.7 | 62.7 | 50.4 | 74.3 | 81.2 | 7.2 | 1,077 | 2,192 |
| MOT20-07 | 77.8 | 70.5 | 56.3 | 84 | 2 | 2,056 | 5,074 | 84.7 | 93.2 | 51.3 | 62.6 | 57.3 | 70.6 | 68.9 | 75.8 | 81.7 | 3.5 | 205 | 243 |
| MOT20-08 | 52.5 | 53.6 | 42.3 | 51 | 48 | 4,751 | 31,397 | 59.5 | 90.7 | 41.8 | 43.0 | 47.9 | 64.5 | 47.0 | 71.7 | 80.5 | 5.9 | 634 | 1,422 |
Raw data:
