Table 1 The quantitative comparison results of different methods based on the FID and kid×100 ± std.×100.

From: Unsupervised translation of vascular masks to NIR-II fluorescence images using Attention-Guided generative adversarial networks

Methods

FID

KID

DCGAN

137.4243

7.8570 ± 0.2353

SAGAN

203.1509

12.2567 ± 0.2062

WGAN

198.2326

13.2762 ± 0.2943

WGAN-GP

216.2753

12.2758 ± 0.2012

Eigengan

177.5905

13.7936 ± 0.2949

CycleGAN

91.5453

6.6770 ± 0.2692

U-GAT-IT

63.6901

2.1281 ± 0.0955

HiSD

108.9341

4.7086 ± 0.1523

Ours

55.7532

1.6025 ± 0.1249

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