Table 5 Ablation study on the VEDAI dataset.
From: Multi path attention and scale aware fusion for accurate object detection in remote sensing imagery
SRFD | MPAF | SAFE | Params (M) | GFLOPs | \({\text {AP}}_{50}^{val}~(\%)\) | \({\text {AP}}_{50:95}^{val}~(\%)\) |
|---|---|---|---|---|---|---|
\(\times\) | \(\times\) | \(\times\) | 3.73 | 7.1267 | 41.7 | 25.1 |
\(\checkmark\) | \(\times\) | \(\times\) | 3.72 | 7.2907 | 42.5 | 25.7 |
\(\times\) | \(\checkmark\) | \(\times\) | 34.08 | 74.8525 | 44.2 | 27.4 |
\(\times\) | \(\times\) | \(\checkmark\) | 4.67 | 11.2747 | 44.7 | 20.8 |
\(\checkmark\) | \(\checkmark\) | \(\times\) | 34.07 | 75.0168 | 48.2 | 30.1 |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 35.09 | 79.7097 | 53.7 | 33.8 |
