MISTracker: Motion Information Supplement for Joint Detection And Embedding
MOT20-04
Short name:
MISTracker
Detector:
Private
Description:
Reference:
Last submitted:
June 30, 2022 (1 month ago)
Published:
June 30, 2022 at 13:08:52 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2 2080GPU
Runtime:
10.4 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 | 72.3 | 57.6 | 833 (67.1) | 101 (8.1) | 59,699 | 91,076 | 82.4 | 87.7 | 57.2 | 58.3 | 62.3 | 74.1 | 67.0 | 71.3 | 81.5 | 13.3 | 3,024 (0.0) | 5,131 (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 | 83.5 | 82.0 | 64.5 | 532 | 22 | 19,351 | 25,088 | 90.8 | 92.8 | 63.0 | 66.3 | 68.0 | 77.5 | 73.6 | 75.2 | 81.9 | 9.3 | 704 | 1,564 |
| MOT20-06 | 54.7 | 58.9 | 48.0 | 137 | 51 | 20,567 | 38,135 | 71.3 | 82.1 | 46.8 | 49.5 | 51.6 | 67.8 | 58.3 | 67.2 | 81.0 | 20.4 | 1,395 | 2,060 |
| MOT20-07 | 78.4 | 74.9 | 60.6 | 84 | 2 | 2,562 | 4,385 | 86.8 | 91.8 | 57.8 | 64.2 | 62.7 | 76.4 | 71.3 | 75.5 | 82.2 | 4.4 | 190 | 296 |
| MOT20-08 | 46.5 | 57.9 | 46.5 | 80 | 26 | 17,219 | 23,468 | 69.7 | 75.8 | 48.1 | 45.2 | 54.3 | 67.8 | 56.4 | 61.4 | 80.4 | 21.4 | 735 | 1,211 |
Raw data:
