Table 3 Comparison of experimental results between VOT dataset and UAV123 dataset.
Datasets | Index | SiamFC | MORT | SiamRPN | MeMOT | FRoG-MOT | OURS |
|---|---|---|---|---|---|---|---|
VOT | Training loss | 0.553 | 0.457 | 0.389 | 0.324 | 0.268 | 0.128 |
Training precision | 0.687 | 0.723 | 0.756 | 0.784 | 0.809 | 0.935 | |
Robustness values | 0.503 | 0.457 | 0.409 | 0.354 | 0.336 | 0.387 | |
EAO | 0.354 | 0.383 | 0.407 | 0.426 | 0.435 | 0.459 | |
FPS | 40.3 | 55.7 | 65.9 | 76.4 | 87.6 | 165.8 | |
UAV123 | Training loss | 0.574 | 0.468 | 0.397 | 0.296 | 0.254 | 0.137 |
Training precision | 0.673 | 0.718 | 0.747 | 0.779 | 0.823 | 0.925 | |
Robustness values | 0.487 | 0.439 | 0.384 | 0.347 | 0.328 | 0.423 | |
EAO | 0.364 | 0.397 | 0.413 | 0.434 | 0.446 | 0.483 | |
FPS | 42.3 | 57.9 | 67.6 | 77.8 | 87.3 | 170.7 |