Table 3.
Attention | FLOPs | Param | mAP |
---|---|---|---|
Original | 48,516,594,022 | 54,943,070.0 | 96.11 |
SENet | +239,616 | +32,768 | 96.27 |
CBAM | +469,348 | +65,634 | 96.41 |
ECA | +179,200 | +5 | 96.31 |
SimAM | +0 | +0 | 96.35 |
Attention | FLOPs | Param | mAP |
---|---|---|---|
Original | 48,516,594,022 | 54,943,070.0 | 96.11 |
SENet | +239,616 | +32,768 | 96.27 |
CBAM | +469,348 | +65,634 | 96.41 |
ECA | +179,200 | +5 | 96.31 |
SimAM | +0 | +0 | 96.35 |