Table 6 Statistical analysis (p-value) of the results in the ablation experiment
From: DB-DCAFN: dual-branch deformable cross-attention fusion network for bacterial segmentation
Methods | Dice |
|---|---|
Dual-branch encoder-Baseline1(CNN encoder) | 0.0239 |
Dual-branch encoder-Baseline2(transformer encoder) | 0.1478 |
Dual-branch encoder + DCA-Baseline1(CNN encoder) |  < 9E-6 |
Dual-branch encoder + DCA- Baseline2 (transformer encoder) | 0.0049 |
Dual-branch encoder + DCA -Dual-branch encoder | 0.0122 |
Dual-branch encoder + DCA + FAF- Baseline1(CNN encoder) |  < 7E-7 |
Dual-branch encoder + DCA + FAF- Baseline2(transformer encoder) |  < 4E-6 |
Dual-branch encoder + DCA + FAF- Dual-branch encoder |  < 4E-4 |
Dual-branch encoder + DCA + FAF- Dual-branch encoder + DCA | 0.0167 |