ppbytemot: PaddleDetection bytetrack
MOT16-14
Short name:
ppbytemot
Detector:
Public
Description:
https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot
online method
Reference:
Last submitted:
June 23, 2022 (7 months ago)
Published:
June 23, 2022 at 17:23:05 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
gpu
Runtime:
739.9 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 | 77.7 | 70.1 | 60.1 | 427 (56.3) | 83 (10.9) | 15,695 | 23,304 | 87.2 | 91.0 | 57.0 | 63.8 | 60.7 | 80.5 | 72.0 | 75.1 | 83.1 | 2.7 | 1,570 (0.0) | 1,433 (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 | 63.6 | 55.4 | 48.8 | 14 | 3 | 554 | 1,723 | 73.1 | 89.4 | 45.1 | 52.9 | 50.0 | 78.7 | 59.9 | 73.2 | 83.2 | 1.2 | 52 | 56 |
| MOT16-03 | 91.3 | 81.3 | 68.6 | 140 | 1 | 5,320 | 3,634 | 96.5 | 95.0 | 65.1 | 72.7 | 68.8 | 82.6 | 79.7 | 78.4 | 83.2 | 3.5 | 168 | 293 |
| MOT16-06 | 62.0 | 62.4 | 51.3 | 98 | 46 | 911 | 3,254 | 71.8 | 90.1 | 50.3 | 52.8 | 56.3 | 75.5 | 58.9 | 73.9 | 82.7 | 0.8 | 219 | 227 |
| MOT16-07 | 68.7 | 51.8 | 46.6 | 33 | 0 | 1,770 | 3,204 | 80.4 | 88.1 | 37.8 | 57.8 | 40.3 | 77.8 | 66.3 | 72.7 | 83.1 | 3.5 | 141 | 171 |
| MOT16-08 | 51.9 | 43.8 | 41.7 | 28 | 1 | 3,729 | 4,083 | 75.6 | 77.2 | 35.6 | 50.4 | 38.5 | 76.2 | 63.2 | 64.6 | 82.6 | 6.0 | 241 | 279 |
| MOT16-12 | 56.6 | 65.6 | 56.4 | 53 | 10 | 1,987 | 1,567 | 81.1 | 77.2 | 58.8 | 54.3 | 63.5 | 81.2 | 69.3 | 65.9 | 85.0 | 2.2 | 48 | 78 |
| MOT16-14 | 56.9 | 54.8 | 43.9 | 61 | 22 | 1,424 | 5,839 | 68.4 | 89.9 | 39.5 | 49.3 | 42.4 | 73.4 | 54.9 | 72.1 | 81.4 | 1.9 | 701 | 329 |
Raw data:
