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Table 3 RSAP-Net ablation experiment results on the Drishti-GS1 dataset

From: RSAP-Net: joint optic disc and cup segmentation with a residual spatial attention path module and MSRCR-PT pre-processing algorithm

Method

Parament (KB)

OD

OC

F1(mean/std)

ACC

SPC

SEC

F1(mean/std)

ACC

SPC

SEC

Baseline

77081

0.9541/0.062

0.9655

0.968

0.8249

0.8678/0.13

0.9689

0.9694

0.8768

Baseline+PT

77081

0.9649/0.049

0.9683

0.9701

0.8266

0.8764/0.11

0.9712

0.9735

0.8794

Baseline+MSRCR-PT

77081

0.9668/0.026

0.9756

0.9778

0.8567

0.8803/0.09

0.9766

0.9781

0.9036

RSAP-Net (Basline+RSAP)

89659

0.9633/0.031

0.9764

0.9775

0.8458

0.8742/0.09

0.9772

0.9788

0.8959

RSAP-Net+MSRCR-PT

89659

0.9752/0.012

0.977

0.9781

0.8564

0.9012/0.08

0.9775

0.9796

0.9154