Table 2.
Results of EMG-YOLO ablation experiments.
| E | M | G | Image size | mAP (0.5:0.95) | mAP (0.5) | Precision | Volume/MB | GFLOPS (G) |
|---|---|---|---|---|---|---|---|---|
| 640 × 640 | 0.252 | 0.489 | 0.554 | 14.60 | 16.00 | |||
| √ | 640 × 640 | 0.254 | 0.495 | 0.558 | 17.11 | 18.75 | ||
| √ | 640 × 640 | 0.257 | 0.497 | 0.560 | 17.22 | 20.23 | ||
| √ | 640 × 640 | 0.256 | 0.491 | 0.555 | 19.95 | 21.87 | ||
| √ | √ | 640 × 640 | 0.259 | 0.507 | 0.559 | 23.45 | 25.71 | |
| √ | √ | 640 × 640 | 0.260 | 0.512 | 0.563 | 28.14 | 28.95 | |
| √ | √ | 640 × 640 | 0.259 | 0.509 | 0.561 | 26.42 | 27.64 | |
| √ | √ | √ | 640 × 640 | 0.261 | 0.515 | 0.569 | 28.20 | 29.60 |