Table 6 Performance on the Challenging Lesions Subset

From: Improving generalization of polyp detection via conditional StyleGAN augmented training

Experimental Group

Recall

A: Baseline (Real Data Only)

0.72

B: Traditional Augmentation

0.76

C: GAN-based Augmentation

0.85

D: Hybrid Augmentation

0.87