Table 3 Attention score statistics of multi-scale detection layers
Detection layer | Attention score | Proportion of spikes (%) | Average spike size (Pixels) | Total attention score range | Mean attention score |
|---|---|---|---|---|---|
Small-scale detection layer | 0.0–0.1 | 64.4 | 8682 | 0–0.607 | 0.083 |
0.1–0.2 | 27.5 | 3438 | |||
0.2–0.3 | 6.3 | 2137 | |||
0.3–0.4 | 1.4 | 1581 | |||
0.4–0.5 | 0.3 | 1188 | |||
0.5–0.6 | 0.07 | 961 | |||
0.6–0.7 | 0.03 | 733 | |||
0.7–0.8 | – | – | |||
0.8–0.9 | – | – | |||
0.9–1.0 | – | – | |||
Medium-scale detection layer | 0.0–0.1 | 13.0 | 12030 | 0–0.984 | 0.25 |
0.1–0.2 | 26.4 | 8949 | |||
0.2–0.3 | 27.9 | 5619 | |||
0.3–0.4 | 17.8 | 4165 | |||
0.4–0.5 | 9.0 | 3360 | |||
0.5–0.6 | 3.9 | 2758 | |||
0.6–0.7 | 1.4 | 2347 | |||
0.7–0.8 | 0.5 | 2003 | |||
0.8–0.9 | 0.08 | 1742 | |||
0.9–1.0 | 0.02 | 1527 | |||
Large-scale detection layer | 0.0–0.1 | 38.8 | 3891 | 0–1 | 0.309 |
0.1–0.2 | 6.3 | 10298 | |||
0.2–0.3 | 7.3 | 11365 | |||
0.3–0.4 | 8.7 | 10581 | |||
0.4–0.5 | 9.0 | 8946 | |||
0.5–0.6 | 9.2 | 7962 | |||
0.6–0.7 | 8.2 | 6861 | |||
0.7–0.8 | 6.6 | 6092 | |||
0.8–0.9 | 4.0 | 5297 | |||
0.9–1.0 | 1.9 | 4346 |