Short name:
TG_CR
Detector:
Public
Description:
Reference:
C. Ma, F. Yang, Y. Li, H. Jia, X. Xie, W. Gao. Deep trajectory post-processing and position projection for single & multiple camera multiple object tracking. In International Journal of Computer Vision, 2021.
Last submitted:
August 19, 2023 (8 months ago)
Published:
August 19, 2023 at 22:38:13 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
Titian Tesla K40
Runtime:
8.9 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 57.1 | 59.3 | 47.5 | 554 (23.5) | 823 (34.9) | 15,209 | 224,841 | 60.2 | 95.7 | 49.4 | 46.0 | 53.9 | 77.2 | 48.5 | 77.2 | 81.3 | 0.9 | 1,766 (0.0) | 2,349 (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 |
| MOT17-01-DPM | 47.0 | 55.2 | 45.4 | 8 | 12 | 124 | 3,280 | 49.1 | 96.2 | 54.9 | 37.5 | 61.5 | 74.0 | 39.1 | 76.5 | 80.5 | 0.3 | 12 | 14 |
| MOT17-01-FRCNN | 44.9 | 44.0 | 38.0 | 6 | 10 | 134 | 3,400 | 47.3 | 95.8 | 40.4 | 35.9 | 43.2 | 76.2 | 37.5 | 76.0 | 80.7 | 0.3 | 23 | 27 |
| MOT17-01-SDP | 45.3 | 44.1 | 38.2 | 6 | 10 | 143 | 3,362 | 47.9 | 95.6 | 40.3 | 36.3 | 43.2 | 76.3 | 38.0 | 75.8 | 80.6 | 0.3 | 25 | 26 |
| MOT17-03-DPM | 69.9 | 75.2 | 56.9 | 73 | 18 | 3,670 | 27,757 | 73.5 | 95.4 | 59.0 | 55.2 | 65.1 | 74.7 | 58.9 | 76.4 | 80.8 | 2.4 | 60 | 88 |
| MOT17-03-FRCNN | 68.7 | 61.8 | 50.0 | 57 | 18 | 1,765 | 30,897 | 70.5 | 97.7 | 46.8 | 53.9 | 49.9 | 78.5 | 56.7 | 78.6 | 81.5 | 1.2 | 150 | 207 |
| MOT17-03-SDP | 73.5 | 65.9 | 53.4 | 73 | 17 | 2,606 | 24,947 | 76.2 | 96.8 | 50.2 | 57.3 | 54.0 | 78.1 | 60.9 | 77.4 | 80.9 | 1.7 | 188 | 316 |
| MOT17-06-DPM | 52.6 | 57.7 | 45.5 | 64 | 88 | 1,069 | 4,465 | 62.1 | 87.3 | 45.7 | 45.7 | 66.3 | 58.2 | 50.5 | 71.0 | 80.1 | 0.9 | 54 | 113 |
| MOT17-06-FRCNN | 54.4 | 57.8 | 46.5 | 58 | 64 | 632 | 4,628 | 60.7 | 91.9 | 47.0 | 46.5 | 53.3 | 72.8 | 49.8 | 75.3 | 80.9 | 0.5 | 116 | 180 |
| MOT17-06-SDP | 54.6 | 58.3 | 47.2 | 59 | 63 | 712 | 4,517 | 61.7 | 91.1 | 48.0 | 47.0 | 54.2 | 72.9 | 50.6 | 74.7 | 80.9 | 0.6 | 124 | 195 |
| MOT17-07-DPM | 45.0 | 51.3 | 40.2 | 8 | 17 | 471 | 8,760 | 48.1 | 94.5 | 43.6 | 37.3 | 46.0 | 78.4 | 39.2 | 76.9 | 81.3 | 0.9 | 66 | 101 |
| MOT17-07-FRCNN | 44.6 | 45.1 | 36.5 | 8 | 19 | 249 | 9,019 | 46.6 | 96.9 | 37.0 | 36.5 | 38.5 | 81.0 | 37.9 | 78.9 | 82.2 | 0.5 | 96 | 110 |
| MOT17-07-SDP | 47.4 | 47.5 | 38.3 | 9 | 16 | 255 | 8,532 | 49.5 | 97.0 | 38.4 | 38.6 | 40.4 | 79.7 | 40.2 | 78.8 | 82.0 | 0.5 | 103 | 119 |
| MOT17-08-DPM | 33.8 | 45.4 | 40.8 | 18 | 37 | 504 | 13,445 | 36.4 | 93.8 | 56.5 | 29.5 | 62.0 | 77.2 | 30.7 | 79.3 | 84.0 | 0.8 | 29 | 39 |
| MOT17-08-FRCNN | 26.6 | 30.6 | 28.8 | 8 | 39 | 116 | 15,315 | 27.5 | 98.0 | 36.0 | 23.1 | 37.9 | 84.3 | 23.5 | 83.9 | 85.5 | 0.2 | 67 | 78 |
| MOT17-08-SDP | 27.9 | 31.3 | 29.0 | 10 | 39 | 167 | 14,984 | 29.1 | 97.4 | 34.9 | 24.2 | 37.6 | 82.0 | 24.8 | 83.1 | 85.0 | 0.3 | 82 | 101 |
| MOT17-12-DPM | 46.6 | 58.5 | 47.5 | 20 | 44 | 141 | 4,471 | 48.4 | 96.7 | 57.3 | 39.6 | 61.4 | 82.8 | 41.2 | 82.3 | 84.9 | 0.2 | 20 | 21 |
| MOT17-12-FRCNN | 45.1 | 54.8 | 45.5 | 14 | 42 | 52 | 4,688 | 45.9 | 98.7 | 54.8 | 37.9 | 59.1 | 79.9 | 39.0 | 83.9 | 85.1 | 0.1 | 19 | 22 |
| MOT17-12-SDP | 45.9 | 56.6 | 46.4 | 16 | 43 | 156 | 4,505 | 48.0 | 96.4 | 55.2 | 39.2 | 58.7 | 81.3 | 40.8 | 81.9 | 84.9 | 0.2 | 26 | 30 |
| MOT17-14-DPM | 33.2 | 44.8 | 32.6 | 13 | 78 | 601 | 11,639 | 37.0 | 91.9 | 38.5 | 27.8 | 42.0 | 70.7 | 29.2 | 72.6 | 79.3 | 0.8 | 115 | 115 |
| MOT17-14-FRCNN | 33.1 | 41.0 | 30.5 | 14 | 76 | 772 | 11,400 | 38.3 | 90.2 | 33.4 | 28.3 | 36.1 | 72.7 | 30.1 | 70.7 | 79.1 | 1.0 | 189 | 212 |
| MOT17-14-SDP | 35.6 | 41.5 | 31.6 | 12 | 73 | 870 | 10,830 | 41.4 | 89.8 | 32.9 | 30.6 | 35.6 | 72.3 | 32.7 | 70.8 | 79.1 | 1.2 | 202 | 235 |
Raw data: