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Ablation study to evaluate the contribution of each decoder component of the ESFPNet-S model for AFB analysis. Per Figure 1, the ESFP decoders components are as follows: BP = basic prediction layer; AF = aggregating fusion layer; AP = aggregating prediction layer; MF = multi-stage fusion layer.
| Decoder Components Used | mDice | mIoU |
|---|---|---|
| MF | 0.707 | 0.567 |
| BP + MF | 0.732 | 0.596 |
| BP + AF + MF | 0.738 | 0.602 |
| AF + AP + MF | 0.720 | 0.583 |
| ESFP (all used) | 0.756 | 0.624 |
