Research Article
Multiple Traffic Target Tracking with Spatial-Temporal Affinity Network
Table 5
VisDrone2018 dataset evaluation results.
| Dataset | Method | Setting | MT↑ | ML↓ | IDS↓ | FG↓ | MOTA↑ (%) | MOTP↑ (%) |
| VisDrone2018 | H2T [45] | Offline | 214 | 494 | 1269 | 2035 | 32.2 | 73.3 | IHTLS [46] | Offline | 245 | 446 | 1435 | 2662 | 36.5 | 74.8 | GOG [44] | Offline | 244 | 496 | 1114 | 2012 | 38.4 | 75.1 | CEM [35] | Offline | 105 | 752 | 1002 | 1858 | 5.1 | 72.3 | CMOT [48] | Online | 282 | 435 | 789 | 2257 | 31.5 | 73.3 | SCTrack [51] | Online | 211 | 550 | 798 | 2042 | 35.8 | 75.6 | TBD [52] | Online | 302 | 419 | 1834 | 2307 | 35.6 | 74.1 | V-IOUT [50] | Online | 297 | 514 | 265 | 1380 | 40.2 | 74.9 | Ctrack [53] | Online | 369 | 375 | 1376 | 2190 | 30.8 | 73.3 | FRMOT [23] | Online | 254 | 463 | 1043 | 2534 | 33.1 | 73.0 | Ours | Online | 319 | 451 | 779 | 2090 | 40.5 | 74.1 |
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