Table 8 MEFABlock ablation experiments.
Baseline | Three-branch | +ECA | +CBAM | P/% | R/% | F1-score | mAP@0.5 | mAP@0.5:0.95 |
|---|---|---|---|---|---|---|---|---|
âś“ | 83.6 | 80.2 | 81.8 | 87.3 | 64.4 | |||
âś“ | âś“ | 85.1 | 82.8 | 83.9 | 89.1 | 65.7 | ||
âś“ | âś“ | âś“ | 85.3 | 83.2 | 84.2 | 89.4 | 65.9 | |
âś“ | âś“ | âś“ | 86.0 | 82.5 | 84.2 | 89.3 | 66.0 | |
âś“ | âś“ | âś“ | âś“ | 85.9 | 82.8 | 84.3 | 89.3 | 66.1 |