Table 5 The influence of different FFB structures on the evaluation indicators of model performance.
From: Object detection model design for tiny road surface damage
FFB | P(%) | R(%) | mAP50(%) | mAP50:95 (%) | F1 | Params(M) | GFLOPs |
|---|---|---|---|---|---|---|---|
a | 69.7 | 61.3 | 65.3 | 34.9 | 65.2 | 21.4 | 28.4 |
b | 68.0 | 59.0 | 63.6 | 33.7 | 63.2 | 19.8 | 26.8 |
c | 69.6 | 61.0 | 65.1 | 34.6 | 65.0 | 19.8 | 26.8 |
d | 71.5 | 60.4 | 65.8 | 35.0 | 65.5 | 19.8 | 26.8 |
e | 69.2 | 59.1 | 63.9 | 33.5 | 63.8 | 18.3 | 25.1 |
f | 71.0 | 59.2 | 64.1 | 33.8 | 64.6 | 19.6 | 26.6 |
