Table 3 Comparison results of WCA modules with different directional weights added. Here, the WCA* table does not incorporate the WCA modules for horizontal (X) weights and vertical (Y) weights.
From: WCAY object detection of fractures for X-ray images of multiple sites
Method | Parameters/M | GFLOPs | Precision | Recall | mAP50(%) |
|---|---|---|---|---|---|
Baseline | 11.13 | 28.4 | 79.8 | 41.4 | 47.9 |
+CA | 11.15 | 28.4 | 72.4 | 46.6 | 50.6 |
+WCA* | 12.76 | 28.5 | 74.1 | 46.1 | 50.6 |
+X weight | 12.44 | 28.5 | 77.4 | 45.4 | 52.8 |
+Y weight | 12.44 | 28.5 | 69.0 | 47.1 | 51.6 |
+WCA | 12.44 | 28.5 | 72.3 | 47.7 | 53.3 |
