Short name:
FLWM
Detector:
Public
Description:
Reference:
H. Liu, Y. Zhao, P. Dong, X. Guo, Y. Wang. IOF-Tracker: A Two-Stage Multiple Targets Tracking Method Using Spatial-Temporal Fusion Algorithm. In Applied Sciences, 2025.
Last submitted:
September 24, 2024 (4 months ago)
Published:
January 25, 2025 at 03:54:15 CET
Submissions:
2
Project page / code:
Open source:
No
Hardware:
2.41GHZ
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 | 80.5 | 79.9 | 64.9 | 1,341 (56.9) | 335 (14.2) | 27,245 | 81,653 | 85.5 | 94.7 | 65.1 | 64.9 | 71.5 | 78.0 | 70.6 | 78.1 | 83.1 | 1.5 | 1,370 (0.0) | 2,071 (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 | 62.7 | 64.3 | 53.4 | 14 | 5 | 621 | 1,767 | 72.6 | 88.3 | 54.4 | 52.6 | 59.7 | 78.3 | 59.7 | 72.6 | 82.9 | 1.4 | 21 | 38 |
| MOT17-01-FRCNN | 63.0 | 68.9 | 56.2 | 12 | 5 | 488 | 1,882 | 70.8 | 90.3 | 59.7 | 53.0 | 65.4 | 78.5 | 58.8 | 75.0 | 83.3 | 1.1 | 14 | 33 |
| MOT17-01-SDP | 62.7 | 64.3 | 53.4 | 14 | 5 | 621 | 1,767 | 72.6 | 88.3 | 54.4 | 52.6 | 59.7 | 78.3 | 59.7 | 72.6 | 82.9 | 1.4 | 21 | 38 |
| MOT17-03-DPM | 92.7 | 90.8 | 73.2 | 144 | 0 | 3,887 | 3,690 | 96.5 | 96.3 | 73.3 | 73.4 | 78.3 | 81.4 | 79.3 | 79.1 | 82.9 | 2.6 | 61 | 129 |
| MOT17-03-FRCNN | 92.7 | 90.8 | 73.2 | 144 | 0 | 3,887 | 3,690 | 96.5 | 96.3 | 73.3 | 73.4 | 78.3 | 81.4 | 79.3 | 79.1 | 82.9 | 2.6 | 61 | 129 |
| MOT17-03-SDP | 92.7 | 90.8 | 73.2 | 144 | 0 | 3,887 | 3,690 | 96.5 | 96.3 | 73.3 | 73.4 | 78.3 | 81.4 | 79.3 | 79.1 | 82.9 | 2.6 | 61 | 129 |
| MOT17-06-DPM | 65.8 | 65.5 | 53.3 | 125 | 49 | 1,376 | 2,600 | 77.9 | 87.0 | 50.2 | 56.8 | 75.5 | 58.0 | 65.3 | 72.9 | 83.6 | 1.2 | 50 | 86 |
| MOT17-06-FRCNN | 66.5 | 68.2 | 55.7 | 116 | 56 | 1,000 | 2,905 | 75.3 | 89.9 | 55.1 | 56.6 | 74.1 | 65.6 | 63.2 | 75.4 | 83.8 | 0.8 | 40 | 76 |
| MOT17-06-SDP | 65.8 | 65.5 | 53.3 | 125 | 49 | 1,376 | 2,600 | 77.9 | 87.0 | 50.2 | 56.8 | 75.5 | 58.0 | 65.3 | 72.9 | 83.6 | 1.2 | 50 | 86 |
| MOT17-07-DPM | 74.2 | 65.6 | 53.7 | 32 | 3 | 581 | 3,706 | 78.1 | 95.8 | 47.8 | 60.4 | 51.7 | 76.1 | 64.8 | 79.5 | 83.6 | 1.2 | 78 | 115 |
| MOT17-07-FRCNN | 74.2 | 65.6 | 53.7 | 32 | 3 | 581 | 3,706 | 78.1 | 95.8 | 47.8 | 60.4 | 51.7 | 76.1 | 64.8 | 79.5 | 83.6 | 1.2 | 78 | 115 |
| MOT17-07-SDP | 74.2 | 65.6 | 53.7 | 32 | 3 | 581 | 3,706 | 78.1 | 95.8 | 47.8 | 60.4 | 51.7 | 76.1 | 64.8 | 79.5 | 83.6 | 1.2 | 78 | 115 |
| MOT17-08-DPM | 65.6 | 53.1 | 47.0 | 36 | 6 | 1,130 | 5,971 | 71.7 | 93.1 | 41.0 | 54.9 | 50.4 | 63.0 | 59.6 | 77.4 | 83.1 | 1.8 | 176 | 197 |
| MOT17-08-FRCNN | 65.6 | 53.1 | 47.0 | 36 | 6 | 1,130 | 5,971 | 71.7 | 93.1 | 41.0 | 54.9 | 50.4 | 63.0 | 59.6 | 77.4 | 83.1 | 1.8 | 176 | 197 |
| MOT17-08-SDP | 65.6 | 53.1 | 47.0 | 36 | 6 | 1,130 | 5,971 | 71.7 | 93.1 | 41.0 | 54.9 | 50.4 | 63.0 | 59.6 | 77.4 | 83.1 | 1.8 | 176 | 197 |
| MOT17-12-DPM | 61.3 | 75.3 | 61.7 | 56 | 12 | 1,685 | 1,640 | 81.1 | 80.7 | 67.9 | 56.3 | 75.4 | 79.6 | 69.3 | 69.0 | 85.4 | 1.9 | 31 | 54 |
| MOT17-12-FRCNN | 71.8 | 79.4 | 64.2 | 47 | 17 | 310 | 2,116 | 75.6 | 95.5 | 68.4 | 60.5 | 74.5 | 81.1 | 64.9 | 81.9 | 85.9 | 0.3 | 19 | 37 |
| MOT17-12-SDP | 61.3 | 75.3 | 61.7 | 56 | 12 | 1,685 | 1,640 | 81.1 | 80.7 | 67.9 | 56.3 | 75.4 | 79.6 | 69.3 | 69.0 | 85.4 | 1.9 | 31 | 54 |
| MOT17-14-DPM | 58.1 | 69.8 | 51.2 | 50 | 29 | 522 | 7,159 | 61.3 | 95.6 | 55.8 | 47.2 | 59.0 | 81.8 | 50.1 | 78.1 | 82.6 | 0.7 | 57 | 94 |
| MOT17-14-FRCNN | 53.5 | 66.2 | 48.2 | 40 | 40 | 245 | 8,317 | 55.0 | 97.6 | 53.9 | 43.3 | 56.5 | 82.9 | 45.2 | 80.2 | 83.1 | 0.3 | 34 | 58 |
| MOT17-14-SDP | 58.1 | 69.8 | 51.2 | 50 | 29 | 522 | 7,159 | 61.3 | 95.6 | 55.8 | 47.2 | 59.0 | 81.8 | 50.1 | 78.1 | 82.6 | 0.7 | 57 | 94 |
Raw data: