Table 8 Quantitative evaluation of ablation experiments on applying DCA at different stages of the encoder
From: DB-DCAFN: dual-branch deformable cross-attention fusion network for bacterial segmentation
Stages w/DCA module | Params (M) | Flops (G) | Dice (mean ± SD, %) | Jaccard (mean ± SD, %) | ||
|---|---|---|---|---|---|---|
Stage 2 | Stage 3 | Stage 4 | ||||
|  |  | √ | 17.98 | 10.89 | 68.33 ± 16.09 | 53.69 ± 17.34 |
|  | √ | √ | 20.21 | 12.31 | 68.73 ± 16.26 | 54.44 ± 17.03 |
√ | √ | √ | 20.78 | 13.76 | 61.17 ± 13.67 | 45.46 ± 14.29 |