Image-to-Image Translation on Retinal Fundus-to-Angiogram (test)
17.3FIDVTGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VTGANInput Transformation=Original2021.04 | 17.3 | 0.0005 | |
| VTGANInput Transformation=Noise2021.04 | 18.7 | 0.0495 | |
| A2AGANInput Transformation=Pinch, Perceptual Loss=false2021.04 | 19.5 | 0.0534 | |
| A2AGANInput Transformation=Original, Perceptual Loss=false2021.04 | 20.7 | 0.0039 | |
| A2AGANInput Transformation=Noise, Perceptual Loss=false2021.04 | 20.8 | 0.0539 | |
| A2AGANInput Transformation=Noise, Perceptual Loss=true2021.04 | 21.6 | 0.0505 | |
| VTGANInput Transformation=Pinch2021.04 | 22.3 | 0.0454 | |
| A2AGANInput Transformation=Blur, Perceptual Loss=false2021.04 | 23.5 | 0.0051 | |
| VTGANInput Transformation=Blur2021.04 | 24.1 | 0.0021 | |
| VTGANInput Transformation=Sharp2021.04 | 24.5 | 0.0493 | |
| U-GAT-ITInput Transformation=Original2021.04 | 24.5 | 0.0013 | |
| A2AGANInput Transformation=Original, Perceptual Loss=true2021.04 | 24.6 | 0.0009 | |
| A2AGANInput Transformation=Pinch, Perceptual Loss=true2021.04 | 24.9 | 0.0458 | |
| A2AGANInput Transformation=Sharp, Perceptual Loss=false2021.04 | 24.9 | 0.053 | |
| A2AGANInput Transformation=Sharp, Perceptual Loss=true2021.04 | 25.6 | 0.0516 | |
| U-GAT-ITInput Transformation=Noise2021.04 | 26 | 0.0561 | |
| StarGAN-v2Input Transformation=Pinch2021.04 | 26.7 | 0.0527 | |
| U-GAT-ITInput Transformation=Sharp2021.04 | 26.8 | 0.0553 | |
| StarGAN-v2Input Transformation=Sharp2021.04 | 27.4 | 0.0533 | |
| StarGAN-v2Input Transformation=Original2021.04 | 27.7 | 0.0012 | |
| A2AGANInput Transformation=Whirl, Perceptual Loss=false2021.04 | 27.8 | 0.0566 | |
| VTGANInput Transformation=Whirl2021.04 | 28.4 | 0.0482 | |
| U-GAT-ITInput Transformation=Pinch2021.04 | 29.1 | 0.0572 | |
| A2AGANInput Transformation=Blur, Perceptual Loss=true2021.04 | 30 | 0.0024 | |
| Fundus2AngioInput Transformation=Original2021.04 | 30.3 | 0.0018 | |
| U-GAT-ITInput Transformation=Blur2021.04 | 30.4 | 0.0028 | |
| Fundus2AngioInput Transformation=Blur2021.04 | 32.3 | 0.0027 | |
| StarGAN-v2Input Transformation=Blur2021.04 | 32.6 | 0.0024 | |
| StarGAN-v2Input Transformation=Whirl2021.04 | 32.7 | 0.0554 | |
| U-GAT-ITInput Transformation=Whirl2021.04 | 33 | 0.0582 | |
| Fundus2AngioInput Transformation=Pinch2021.04 | 33.1 | 0.0499 | |
| Fundus2AngioInput Transformation=Sharp2021.04 | 34.3 | 0.0527 | |
| StarGAN-v2Input Transformation=Noise2021.04 | 35.1 | 0.0527 | |
| Fundus2AngioInput Transformation=Whirl2021.04 | 38.2 | 0.0528 | |
| Pix2PixHDInput Transformation=Pinch2021.04 | 39.2 | 0.0584 | |
| A2AGANInput Transformation=Whirl, Perceptual Loss=true2021.04 | 40 | 0.0539 | |
| Fundus2AngioInput Transformation=Noise2021.04 | 41.5 | 0.0533 | |
| Pix2PixHDInput Transformation=Original2021.04 | 42.8 | 0.0026 | |
| Pix2PixHDInput Transformation=Blur2021.04 | 43.7 | 0.0025 | |
| Pix2PixHDInput Transformation=Whirl2021.04 | 45.9 | 0.0603 | |
| Pix2PixHDInput Transformation=Sharp2021.04 | 47.5 | 0.0579 | |
| Pix2PixHDInput Transformation=Noise2021.04 | 53 | 0.0561 |