MOT_FCG_plus: Multiple Object Tracking_Feature Combinatorial Grouping_plus
Video not available.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Short name:
MOT_FCG_plus
Detector:
Private
Description:
The improved version of the MOT_FCG (Multiple Object Tracking_Feature Combinatorial Grouping)
Reference:
Last submitted:
October 28, 2024 (3 days ago)
Published:
October 30, 2024 at 03:33:11 CET
Submissions:
2
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 | 76.8 | 78.2 | 63.1 | 1,005 (42.7) | 414 (17.6) | 12,924 | 115,848 | 79.5 | 97.2 | 64.2 | 62.2 | 69.3 | 79.9 | 66.0 | 80.7 | 83.6 | 0.7 | 1,854 (0.0) | 7,626 (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 | 57.5 | 61.1 | 50.1 | 8 | 5 | 187 | 2,527 | 60.8 | 95.5 | 52.3 | 48.1 | 58.4 | 78.2 | 51.0 | 80.0 | 84.3 | 0.4 | 26 | 134 |
| MOT17-01-FRCNN | 57.5 | 61.1 | 50.1 | 8 | 5 | 187 | 2,527 | 60.8 | 95.5 | 52.3 | 48.1 | 58.4 | 78.2 | 51.0 | 80.0 | 84.3 | 0.4 | 26 | 134 |
| MOT17-01-SDP | 57.5 | 61.1 | 50.1 | 8 | 5 | 187 | 2,527 | 60.8 | 95.5 | 52.3 | 48.1 | 58.4 | 78.2 | 51.0 | 80.0 | 84.3 | 0.4 | 26 | 134 |
| MOT17-03-DPM | 91.9 | 88.2 | 71.5 | 136 | 1 | 2,568 | 5,809 | 94.5 | 97.5 | 70.5 | 72.9 | 75.0 | 80.7 | 77.8 | 80.2 | 83.0 | 1.7 | 106 | 584 |
| MOT17-03-FRCNN | 91.9 | 88.2 | 71.5 | 136 | 1 | 2,568 | 5,809 | 94.5 | 97.5 | 70.5 | 72.9 | 75.0 | 80.7 | 77.8 | 80.2 | 83.0 | 1.7 | 106 | 584 |
| MOT17-03-SDP | 91.9 | 88.2 | 71.5 | 136 | 1 | 2,568 | 5,809 | 94.5 | 97.5 | 70.5 | 72.9 | 75.0 | 80.7 | 77.8 | 80.2 | 83.0 | 1.7 | 106 | 584 |
| MOT17-06-DPM | 63.6 | 63.2 | 52.3 | 86 | 57 | 354 | 3,856 | 67.3 | 95.7 | 51.0 | 53.7 | 70.7 | 63.1 | 57.0 | 81.2 | 84.9 | 0.3 | 79 | 258 |
| MOT17-06-FRCNN | 63.6 | 63.2 | 52.3 | 86 | 57 | 354 | 3,856 | 67.3 | 95.7 | 51.0 | 53.7 | 70.7 | 63.1 | 57.0 | 81.2 | 84.9 | 0.3 | 79 | 258 |
| MOT17-06-SDP | 63.6 | 63.2 | 52.3 | 86 | 57 | 354 | 3,856 | 67.3 | 95.7 | 51.0 | 53.7 | 70.7 | 63.1 | 57.0 | 81.2 | 84.9 | 0.3 | 79 | 258 |
| MOT17-07-DPM | 65.5 | 67.8 | 53.0 | 21 | 6 | 191 | 5,545 | 67.2 | 98.3 | 52.2 | 54.1 | 54.6 | 83.6 | 56.4 | 82.6 | 84.4 | 0.4 | 90 | 400 |
| MOT17-07-FRCNN | 65.5 | 67.8 | 53.0 | 21 | 6 | 191 | 5,545 | 67.2 | 98.3 | 52.2 | 54.1 | 54.6 | 83.6 | 56.4 | 82.6 | 84.4 | 0.4 | 90 | 400 |
| MOT17-07-SDP | 65.5 | 67.8 | 53.0 | 21 | 6 | 191 | 5,545 | 67.2 | 98.3 | 52.2 | 54.1 | 54.6 | 83.6 | 56.4 | 82.6 | 84.4 | 0.4 | 90 | 400 |
| MOT17-08-DPM | 54.2 | 54.3 | 45.3 | 22 | 12 | 417 | 9,089 | 57.0 | 96.7 | 45.3 | 45.9 | 50.7 | 74.9 | 48.1 | 81.6 | 84.6 | 0.7 | 176 | 491 |
| MOT17-08-FRCNN | 54.2 | 54.3 | 45.3 | 22 | 12 | 417 | 9,089 | 57.0 | 96.7 | 45.3 | 45.9 | 50.7 | 74.9 | 48.1 | 81.6 | 84.6 | 0.7 | 176 | 491 |
| MOT17-08-SDP | 54.2 | 54.3 | 45.3 | 22 | 12 | 417 | 9,089 | 57.0 | 96.7 | 45.3 | 45.9 | 50.7 | 74.9 | 48.1 | 81.6 | 84.6 | 0.7 | 176 | 491 |
| MOT17-12-DPM | 64.4 | 77.4 | 62.0 | 35 | 15 | 447 | 2,598 | 70.0 | 93.1 | 68.6 | 56.2 | 71.6 | 86.4 | 60.8 | 80.9 | 86.5 | 0.5 | 37 | 190 |
| MOT17-12-FRCNN | 64.4 | 77.4 | 62.0 | 35 | 15 | 447 | 2,598 | 70.0 | 93.1 | 68.6 | 56.2 | 71.6 | 86.4 | 60.8 | 80.9 | 86.5 | 0.5 | 37 | 190 |
| MOT17-12-SDP | 64.4 | 77.4 | 62.0 | 35 | 15 | 447 | 2,598 | 70.0 | 93.1 | 68.6 | 56.2 | 71.6 | 86.4 | 60.8 | 80.9 | 86.5 | 0.5 | 37 | 190 |
| MOT17-14-DPM | 48.9 | 60.7 | 43.9 | 27 | 42 | 144 | 9,192 | 50.3 | 98.5 | 48.3 | 40.1 | 50.7 | 81.5 | 41.5 | 81.4 | 83.5 | 0.2 | 104 | 485 |
| MOT17-14-FRCNN | 48.9 | 60.7 | 43.9 | 27 | 42 | 144 | 9,192 | 50.3 | 98.5 | 48.3 | 40.1 | 50.7 | 81.5 | 41.5 | 81.4 | 83.5 | 0.2 | 104 | 485 |
| MOT17-14-SDP | 48.9 | 60.7 | 43.9 | 27 | 42 | 144 | 9,192 | 50.3 | 98.5 | 48.3 | 40.1 | 50.7 | 81.5 | 41.5 | 81.4 | 83.5 | 0.2 | 104 | 485 |
Raw data:
