Table 2 Quantitative metrics at different training iterations
From: Improving generalization of polyp detection via conditional StyleGAN augmented training
Training Iteration (k-iterations) | FID (↓) | IS (↑) | LPIPS (↓) |
|---|---|---|---|
10k | 85.32 | 2.15 | 0.55 |
50k | 45.14 | 3.51 | 0.35 |
100k | 30.21 | 4.23 | 0.28 |
200k | 22.58 | 4.81 | 0.22 |
Final Model | 21.79 | 4.89 | 0.21 |
