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 28, 2024 (10 days ago)
Published:
October 30, 2024 at 03:33:11 CET
Submissions:
4
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 | 76.9 | 78.4 | 63.2 | 1,005 (42.7) | 414 (17.6) | 12,924 | 115,848 | 79.5 | 97.2 | 64.6 | 62.2 | 69.6 | 80.2 | 65.9 | 80.7 | 83.6 | 0.7 | 1,842 (0.0) | 7,620 (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 | 57.6 | 63.7 | 51.7 | 8 | 5 | 187 | 2,527 | 60.8 | 95.5 | 55.5 | 48.2 | 61.7 | 78.3 | 51.0 | 80.1 | 84.3 | 0.4 | 23 | 134 |
| MOT17-01-FRCNN | 57.6 | 63.7 | 51.7 | 8 | 5 | 187 | 2,527 | 60.8 | 95.5 | 55.5 | 48.2 | 61.7 | 78.3 | 51.0 | 80.1 | 84.3 | 0.4 | 23 | 134 |
| MOT17-01-SDP | 57.6 | 63.7 | 51.7 | 8 | 5 | 187 | 2,527 | 60.8 | 95.5 | 55.5 | 48.2 | 61.7 | 78.3 | 51.0 | 80.1 | 84.3 | 0.4 | 23 | 134 |
| MOT17-03-DPM | 91.9 | 88.5 | 71.7 | 136 | 1 | 2,568 | 5,809 | 94.5 | 97.5 | 70.9 | 72.8 | 75.2 | 81.1 | 77.7 | 80.2 | 83.0 | 1.7 | 103 | 584 |
| MOT17-03-FRCNN | 91.9 | 88.5 | 71.7 | 136 | 1 | 2,568 | 5,809 | 94.5 | 97.5 | 70.9 | 72.8 | 75.2 | 81.1 | 77.7 | 80.2 | 83.0 | 1.7 | 103 | 584 |
| MOT17-03-SDP | 91.9 | 88.5 | 71.7 | 136 | 1 | 2,568 | 5,809 | 94.5 | 97.5 | 70.9 | 72.8 | 75.2 | 81.1 | 77.7 | 80.2 | 83.0 | 1.7 | 103 | 584 |
| MOT17-06-DPM | 63.5 | 63.4 | 52.3 | 86 | 57 | 354 | 3,856 | 67.3 | 95.7 | 51.1 | 53.7 | 71.0 | 62.9 | 57.0 | 81.2 | 84.9 | 0.3 | 87 | 257 |
| MOT17-06-FRCNN | 63.5 | 63.4 | 52.3 | 86 | 57 | 354 | 3,856 | 67.3 | 95.7 | 51.1 | 53.7 | 71.0 | 62.9 | 57.0 | 81.2 | 84.9 | 0.3 | 87 | 257 |
| MOT17-06-SDP | 63.5 | 63.4 | 52.3 | 86 | 57 | 354 | 3,856 | 67.3 | 95.7 | 51.1 | 53.7 | 71.0 | 62.9 | 57.0 | 81.2 | 84.9 | 0.3 | 87 | 257 |
| MOT17-07-DPM | 65.5 | 67.8 | 53.2 | 21 | 6 | 191 | 5,545 | 67.2 | 98.3 | 52.5 | 54.1 | 54.5 | 84.3 | 56.4 | 82.6 | 84.4 | 0.4 | 89 | 400 |
| MOT17-07-FRCNN | 65.5 | 67.8 | 53.2 | 21 | 6 | 191 | 5,545 | 67.2 | 98.3 | 52.5 | 54.1 | 54.5 | 84.3 | 56.4 | 82.6 | 84.4 | 0.4 | 89 | 400 |
| MOT17-07-SDP | 65.5 | 67.8 | 53.2 | 21 | 6 | 191 | 5,545 | 67.2 | 98.3 | 52.5 | 54.1 | 54.5 | 84.3 | 56.4 | 82.6 | 84.4 | 0.4 | 89 | 400 |
| MOT17-08-DPM | 54.2 | 54.2 | 45.6 | 22 | 12 | 417 | 9,089 | 57.0 | 96.7 | 45.8 | 46.0 | 51.1 | 75.1 | 48.2 | 81.8 | 84.6 | 0.7 | 175 | 490 |
| MOT17-08-FRCNN | 54.2 | 54.2 | 45.6 | 22 | 12 | 417 | 9,089 | 57.0 | 96.7 | 45.8 | 46.0 | 51.1 | 75.1 | 48.2 | 81.8 | 84.6 | 0.7 | 175 | 490 |
| MOT17-08-SDP | 54.2 | 54.2 | 45.6 | 22 | 12 | 417 | 9,089 | 57.0 | 96.7 | 45.8 | 46.0 | 51.1 | 75.1 | 48.2 | 81.8 | 84.6 | 0.7 | 175 | 490 |
| MOT17-12-DPM | 64.5 | 77.0 | 61.9 | 35 | 15 | 447 | 2,598 | 70.0 | 93.1 | 68.3 | 56.2 | 71.5 | 85.9 | 60.8 | 80.9 | 86.5 | 0.5 | 35 | 190 |
| MOT17-12-FRCNN | 64.5 | 77.0 | 61.9 | 35 | 15 | 447 | 2,598 | 70.0 | 93.1 | 68.3 | 56.2 | 71.5 | 85.9 | 60.8 | 80.9 | 86.5 | 0.5 | 35 | 190 |
| MOT17-12-SDP | 64.5 | 77.0 | 61.9 | 35 | 15 | 447 | 2,598 | 70.0 | 93.1 | 68.3 | 56.2 | 71.5 | 85.9 | 60.8 | 80.9 | 86.5 | 0.5 | 35 | 190 |
| MOT17-14-DPM | 48.9 | 60.9 | 44.0 | 27 | 42 | 144 | 9,192 | 50.3 | 98.5 | 48.4 | 40.1 | 50.8 | 81.4 | 41.5 | 81.4 | 83.5 | 0.2 | 102 | 485 |
| MOT17-14-FRCNN | 48.9 | 60.9 | 44.0 | 27 | 42 | 144 | 9,192 | 50.3 | 98.5 | 48.4 | 40.1 | 50.8 | 81.4 | 41.5 | 81.4 | 83.5 | 0.2 | 102 | 485 |
| MOT17-14-SDP | 48.9 | 60.9 | 44.0 | 27 | 42 | 144 | 9,192 | 50.3 | 98.5 | 48.4 | 40.1 | 50.8 | 81.4 | 41.5 | 81.4 | 83.5 | 0.2 | 102 | 485 |
Raw data: