Table 4 Ablation study on the SIMD 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 | 76.6 | 60.9 |
\(\checkmark\) | \(\times\) | \(\times\) | 3.72 | 7.2907 | 76.9 | 61.3 |
\(\times\) | \(\checkmark\) | \(\times\) | 34.08 | 74.8525 | 80.6 | 64.5 |
\(\times\) | \(\times\) | \(\checkmark\) | 4.67 | 11.2747 | 78.8 | 63.9 |
\(\checkmark\) | \(\checkmark\) | \(\times\) | 34.07 | 75.0168 | 82.9 | 66.5 |
\(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 35.09 | 79.7097 | 83.6 | 67.2 |
