Short name:
MOT_FCG_plus
Detector:
Private
Description:
The improved version of the MOT_FCG (Multiple Object Tracking_Feature Combinatorial Grouping)
Reference:
Last submitted:
November 10, 2024 (17 days ago)
Published:
October 30, 2024 at 03:33:11 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
2.10GHz，1 Core
Runtime:
7.8 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 79.2 | 79.0 | 64.1 | 1,254 (53.2) | 366 (15.5) | 22,305 | 93,558 | 83.4 | 95.5 | 64.3 | 64.3 | 70.6 | 77.9 | 69.2 | 79.2 | 83.4 | 1.3 | 1,446 (0.0) | 2,004 (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 | 61.3 | 64.0 | 53.0 | 11 | 5 | 404 | 2,075 | 67.8 | 91.5 | 54.4 | 51.8 | 61.6 | 76.7 | 56.7 | 76.5 | 84.0 | 0.9 | 17 | 28 |
| MOT17-01-FRCNN | 61.3 | 64.0 | 53.0 | 11 | 5 | 404 | 2,075 | 67.8 | 91.5 | 54.4 | 51.8 | 61.6 | 76.7 | 56.7 | 76.5 | 84.0 | 0.9 | 17 | 28 |
| MOT17-01-SDP | 61.3 | 64.0 | 53.0 | 11 | 5 | 404 | 2,075 | 67.8 | 91.5 | 54.4 | 51.8 | 61.6 | 76.7 | 56.7 | 76.5 | 84.0 | 0.9 | 17 | 28 |
| MOT17-03-DPM | 92.7 | 88.8 | 72.1 | 140 | 0 | 3,224 | 4,341 | 95.9 | 96.9 | 70.9 | 73.7 | 75.9 | 80.3 | 79.0 | 79.8 | 83.0 | 2.1 | 58 | 123 |
| MOT17-03-FRCNN | 92.7 | 88.8 | 72.1 | 140 | 0 | 3,224 | 4,341 | 95.9 | 96.9 | 70.9 | 73.7 | 75.9 | 80.3 | 79.0 | 79.8 | 83.0 | 2.1 | 58 | 123 |
| MOT17-03-SDP | 92.7 | 88.8 | 72.1 | 140 | 0 | 3,224 | 4,341 | 95.9 | 96.9 | 70.9 | 73.7 | 75.9 | 80.3 | 79.0 | 79.8 | 83.0 | 2.1 | 58 | 123 |
| MOT17-06-DPM | 64.9 | 62.7 | 51.9 | 116 | 52 | 1,178 | 2,895 | 75.4 | 88.3 | 48.6 | 55.6 | 75.6 | 55.2 | 62.9 | 73.6 | 83.1 | 1.0 | 66 | 103 |
| MOT17-06-FRCNN | 64.9 | 62.7 | 51.9 | 116 | 52 | 1,178 | 2,895 | 75.4 | 88.3 | 48.6 | 55.6 | 75.6 | 55.2 | 62.9 | 73.6 | 83.1 | 1.0 | 66 | 103 |
| MOT17-06-SDP | 64.9 | 62.7 | 51.9 | 116 | 52 | 1,178 | 2,895 | 75.4 | 88.3 | 48.6 | 55.6 | 75.6 | 55.2 | 62.9 | 73.6 | 83.1 | 1.0 | 66 | 103 |
| MOT17-07-DPM | 71.2 | 70.5 | 56.0 | 28 | 6 | 318 | 4,477 | 73.5 | 97.5 | 53.5 | 58.8 | 57.5 | 79.3 | 61.9 | 82.1 | 84.4 | 0.6 | 64 | 91 |
| MOT17-07-FRCNN | 71.2 | 70.5 | 56.0 | 28 | 6 | 318 | 4,477 | 73.5 | 97.5 | 53.5 | 58.8 | 57.5 | 79.3 | 61.9 | 82.1 | 84.4 | 0.6 | 64 | 91 |
| MOT17-07-SDP | 71.2 | 70.5 | 56.0 | 28 | 6 | 318 | 4,477 | 73.5 | 97.5 | 53.5 | 58.8 | 57.5 | 79.3 | 61.9 | 82.1 | 84.4 | 0.6 | 64 | 91 |
| MOT17-08-DPM | 60.9 | 56.7 | 47.5 | 32 | 8 | 754 | 7,371 | 65.1 | 94.8 | 44.5 | 51.6 | 52.3 | 69.3 | 54.9 | 80.0 | 84.1 | 1.2 | 145 | 167 |
| MOT17-08-FRCNN | 60.9 | 56.7 | 47.5 | 32 | 8 | 754 | 7,371 | 65.1 | 94.8 | 44.5 | 51.6 | 52.3 | 69.3 | 54.9 | 80.0 | 84.1 | 1.2 | 145 | 167 |
| MOT17-08-SDP | 60.9 | 56.7 | 47.5 | 32 | 8 | 754 | 7,371 | 65.1 | 94.8 | 44.5 | 51.6 | 52.3 | 69.3 | 54.9 | 80.0 | 84.1 | 1.2 | 145 | 167 |
| MOT17-12-DPM | 65.3 | 78.7 | 63.8 | 48 | 15 | 932 | 2,038 | 76.5 | 87.7 | 70.4 | 58.0 | 74.6 | 84.9 | 66.2 | 75.8 | 86.1 | 1.0 | 39 | 49 |
| MOT17-12-FRCNN | 65.3 | 78.7 | 63.8 | 48 | 15 | 932 | 2,038 | 76.5 | 87.7 | 70.4 | 58.0 | 74.6 | 84.9 | 66.2 | 75.8 | 86.1 | 1.0 | 39 | 49 |
| MOT17-12-SDP | 65.3 | 78.7 | 63.8 | 48 | 15 | 932 | 2,038 | 76.5 | 87.7 | 70.4 | 58.0 | 74.6 | 84.9 | 66.2 | 75.8 | 86.1 | 1.0 | 39 | 49 |
| MOT17-14-DPM | 52.9 | 63.8 | 47.4 | 43 | 36 | 625 | 7,989 | 56.8 | 94.4 | 51.3 | 44.1 | 55.0 | 78.2 | 46.8 | 77.8 | 82.8 | 0.8 | 93 | 107 |
| MOT17-14-FRCNN | 52.9 | 63.8 | 47.4 | 43 | 36 | 625 | 7,989 | 56.8 | 94.4 | 51.3 | 44.1 | 55.0 | 78.2 | 46.8 | 77.8 | 82.8 | 0.8 | 93 | 107 |
| MOT17-14-SDP | 52.9 | 63.8 | 47.4 | 43 | 36 | 625 | 7,989 | 56.8 | 94.4 | 51.3 | 44.1 | 55.0 | 78.2 | 46.8 | 77.8 | 82.8 | 0.8 | 93 | 107 |
Raw data: