Research Article
Multimodal Multiobject Tracking by Fusing Deep Appearance Features and Motion Information
Table 2
Comparison on KITTI tracking benchmark.
| Method | MOTA (%)↑ | MOTP (%)↑ | MT (%)↑ | ML (%)↓ | IDS↓ | FRAG↓ |
| SASN-MCF nano [45] | 70.86 | 82.65 | 58.00 | 7.85 | 443 | 975 | SSP [46] | 72.72 | 78.55 | 53.85 | 8.00 | 185 | 932 | CIWT [12] | 75.39 | 79.25 | 49.85 | 10.31 | 165 | 660 | Complexer-YOLO [47] | 75.70 | 78.46 | 58.00 | 5.08 | 1186 | 2092 | DSM [48] | 76.15 | 83.42 | 60.00 | 8.31 | 296 | 868 |
| Ours | 76.40 | 83.50 | 47.38 | 14.00 | 147 | 608 |
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