Table 5. Ablation study segmentation results on the DRIVE dataset.
Method | MCC | SE | SP | ACC | AUC | F1 | Params |
---|---|---|---|---|---|---|---|
Backbone [2] | N/A | 0.7537 | 0.9820 | 0.9531 | 0.9755 | 0.8142 | 34.5M |
Backbone+ResNet | 0.8013 | 0.8039 | 0.9793 | 0.9566 | 0.9817 | 0.8244 | 49.5M |
Backbone+Res2Net | 0.8026 | 0.8148 | 0.9775 | 0.9566 | 0.9816 | 0.8260 | 161M |
Backbone+SA | 0.8055 | 0.8252 | 0.9764 | 0.9569 | 0.9822 | 0.8289 | 194M |