Image-to-image translation on Edges2Shoes (test)
38.5FIDCo-Mod-GAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Co-Mod-GAN2021.03 | 38.5 | 0.036 | — | |
| Co-Mod-GANpsi=32021.03 | 38.5 | 0.038 | — | |
| TeacherFramework=Pix2PixHD, #Params (M)=45.39, FLOPs (G)=48.362022.03 | 41.39 | — | — | |
| Wavelet Knowledge DistillationFramework=Pix2PixHD, #Params (M)=1.61, FLOPs (G)=1.892022.03 | 42.53 | — | 2.11 | |
| Li and Jiang et al.Framework=Pix2PixHD, #Params (M)=1.61, FLOPs (G)=1.892022.03 | 43.9 | — | 0.74 | |
| Jin et al.Framework=Pix2PixHD, #Params (M)=1.61, FLOPs (G)=1.892022.03 | 43.97 | — | 0.67 | |
| Li and Lin et al.Framework=Pix2PixHD, #Params (M)=1.61, FLOPs (G)=1.892022.03 | 44.03 | — | 0.61 | |
| Zagoruyko et al.Framework=Pix2PixHD, #Params (M)=1.61, FLOPs (G)=1.892022.03 | 44.21 | — | 0.43 | |
| Ahn et al.Framework=Pix2PixHD, #Params (M)=1.61, FLOPs (G)=1.892022.03 | 44.53 | — | 0.11 | |
| Origin StudentFramework=Pix2PixHD, #Params (M)=1.61, FLOPs (G)=1.892022.03 | 44.64 | — | — | |
| Hinton et al.Framework=Pix2PixHD, #Params (M)=1.61, FLOPs (G)=1.892022.03 | 45.31 | — | -0.67 | |
| BicycleGAN2021.03 | 47.3 | 0.191 | — | |
| MUNIT2021.03 | 56.2 | 0.229 | — | |
| TeacherFramework=Pix2Pix, #Params (M)=54.41, FLOPs (G)=6.062022.03 | 59.7 | — | — | |
| BasisGAN2021.03 | 61.2 | 0.242 | — | |
| Pix2Pix2021.03 | 74.2 | 0.04 | — | |
| Wavelet Knowledge DistillationFramework=Pix2Pix, #Params (M)=13.61, FLOPs (G)=1.562022.03 | 80.13 | — | 4.93 | |
| Li and Lin et al.Framework=Pix2Pix, #Params (M)=13.61, FLOPs (G)=1.562022.03 | 83.63 | — | 1.43 | |
| Li and Jiang et al.Framework=Pix2Pix, #Params (M)=13.61, FLOPs (G)=1.562022.03 | 84.01 | — | 1.05 | |
| Zagoruyko et al.Framework=Pix2Pix, #Params (M)=13.61, FLOPs (G)=1.562022.03 | 84.25 | — | 0.81 | |
| Jin et al.Framework=Pix2Pix, #Params (M)=13.61, FLOPs (G)=1.562022.03 | 84.39 | — | 0.67 | |
| Ahn et al.Framework=Pix2Pix, #Params (M)=13.61, FLOPs (G)=1.562022.03 | 84.92 | — | 0.14 | |
| Origin StudentFramework=Pix2Pix, #Params (M)=13.61, FLOPs (G)=1.562022.03 | 85.06 | — | — | |
| Hinton et al.Framework=Pix2Pix, #Params (M)=13.61, FLOPs (G)=1.562022.03 | 86.97 | — | -1.91 |