Table 3 Quantitative comparison (mAP) on M3FD dataset.
Peo | Car | Bus | Mot | Lam | Tru | mAP@[.5:.95] | |
|---|---|---|---|---|---|---|---|
IFCNN | 0.546 | 0.698 | 0.82 | 0.51 | 0.648 | 0.667 | 0.648 |
U2Fusion | 0.545 | 0.702 | 0.826 | 0.521 | 0.672 | 0.676 | 0.657 |
SwinFusion | 0.531 | 0.701 | 0.835 | 0.511 | 0.697 | 0.648 | 0.654 |
SeAFusion | 0.551 | 0.707 | 0.83 | 0.504 | 0.64 | 0.669 | 0.65 |
SuperFusion | 0.545 | 0.696 | 0.815 | 0.509 | 0.648 | 0.683 | 0.649 |
TarDAL | 0.536 | 0.683 | 0.778 | 0.485 | 0.626 | 0.657 | 0.628 |
SDDGAN | 0.549 | 0.699 | 0.83 | 0.5 | 0.67 | 0.675 | 0.654 |
CoCoNet | 0.491 | 0.662 | 0.8 | 0.462 | 0.613 | 0.599 | 0.604 |
Diff-IF | 0.547 | 0.696 | 0.802 | 0.496 | 0.651 | 0.671 | 0.644 |
Ours | 0.534 | 0.705 | 0.822 | 0.53 | 0.699 | 0.675 | 0.661 |