Table 2 Ablation study results.
From: Diamond-DETR: lightweight real-time quality evaluation algorithm for synthetic diamonds
Model | P (%) | R (%) | mAP50 (%) | Param/MB | FPS |
|---|---|---|---|---|---|
A | 89.7 | 87.9 | 88.0 | 38.6 | 13.7 |
A + B | 90.3 | 88.5 | 88.6 | 32.8 | 15.7 |
A + C | 90.4 | 93.3 | 90.2 | 35.0 | 13.9 |
A + D | 92.5 | 85.0 | 87.4 | 35.0 | 13.0 |
A + B + C | 91.7 | 89.2 | 90.3 | 29.2 | 15.6 |
A + B + D | 91.5 | 88.8 | 88.3 | 29.2 | 15.2 |
A + C + D | 93.9 | 86.8 | 89.1 | 33.2 | 13.7 |
A + B + C + D | 92.8 | 88.3 | 90.6 | 27.4 | 15.2 |
