Short name:
hugmot
Detector:
Public
Description:
n/a
Reference:
Multiple Object Tracking by Tracjectory Map Regression with Temporal Priors Embedding
Last submitted:
November 12, 2020 (3 years ago)
Published:
March 02, 2021 at 10:37:16 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
2080S,4Core
Runtime:
30.8 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 | 64.5 | 62.8 | 49.1 | 216 (28.5) | 208 (27.4) | 5,344 | 58,625 | 67.8 | 95.9 | 48.0 | 50.7 | 53.5 | 71.1 | 54.0 | 76.3 | 80.8 | 0.9 | 685 (10.1) | 3,582 (52.8) |
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 | 43.6 | 41.7 | 32.8 | 4 | 8 | 94 | 3,487 | 45.5 | 96.9 | 32.0 | 33.7 | 37.6 | 63.8 | 35.4 | 75.4 | 80.6 | 0.2 | 26 | 208 |
| MOT16-03 | 76.8 | 70.5 | 55.0 | 81 | 13 | 2,112 | 21,998 | 79.0 | 97.5 | 51.5 | 59.0 | 57.1 | 71.6 | 62.6 | 77.3 | 80.7 | 1.4 | 198 | 1,584 |
| MOT16-06 | 57.6 | 64.1 | 51.7 | 66 | 68 | 727 | 4,087 | 64.6 | 91.1 | 54.0 | 49.6 | 62.1 | 72.8 | 54.0 | 76.2 | 83.3 | 0.6 | 79 | 306 |
| MOT16-07 | 54.5 | 49.2 | 38.7 | 13 | 6 | 914 | 6,415 | 60.7 | 91.6 | 34.6 | 43.8 | 38.4 | 66.8 | 47.6 | 71.7 | 79.5 | 1.8 | 96 | 445 |
| MOT16-08 | 44.8 | 43.6 | 36.4 | 18 | 15 | 619 | 8,520 | 49.1 | 93.0 | 35.6 | 37.6 | 42.1 | 67.3 | 39.9 | 75.6 | 81.5 | 1.0 | 99 | 196 |
| MOT16-12 | 54.1 | 60.9 | 47.9 | 22 | 37 | 220 | 3,539 | 57.3 | 95.6 | 51.8 | 44.6 | 56.2 | 77.0 | 47.1 | 78.5 | 82.6 | 0.2 | 49 | 86 |
| MOT16-14 | 38.5 | 47.9 | 33.6 | 12 | 61 | 658 | 10,579 | 42.8 | 92.3 | 36.0 | 31.6 | 39.4 | 69.3 | 33.5 | 72.3 | 79.3 | 0.9 | 138 | 757 |
Raw data: