Image-to-Image Translation on CelebA-HQ
12.52FIDMCL-Net
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MCL-Net2022.04 | 12.52 | 14.21 | 0.216 | — | — | |
| CoCosNet v22022.04 | 12.85 | 14.62 | 0.218 | — | — | |
| CSDI-GAN2026.05 | 12.9 | — | 0.3105 | — | — | |
| UNITE2021.06 | 13.15 | 14.91 | 0.213 | — | — | |
| UNITE2022.04 | 13.15 | 14.91 | 0.213 | — | — | |
| CoCosNetResolution=256x2562020.04 | 14.3 | 15.2 | — | — | — | |
| CoCosNet2021.06 | 14.3 | 15.3 | 0.208 | — | — | |
| CoCosNet2022.04 | 14.3 | 15.3 | 0.208 | — | — | |
| StarGANv22026.05 | 14.3 | — | 0.3148 | — | — | |
| SEAN2021.06 | 18.88 | 19.94 | 0.203 | — | — | |
| SEAN2022.04 | 18.88 | 19.94 | 0.203 | — | — | |
| I-StyleGAN2026.05 | 19.7 | — | 0.2003 | — | — | |
| SMIS2021.06 | 23.71 | 22.23 | 0.201 | — | — | |
| SMIS2022.04 | 23.71 | 22.23 | 0.201 | — | — | |
| B.I. GAN2026.05 | 24.6 | — | 0.2828 | — | — | |
| LANITSupervision=textual domain descriptions2022.08 | 27.96 | — | — | 0.91 | 0.34 | |
| EGSC-ITResolution=256x2562020.04 | 29.5 | 23.8 | — | — | — | |
| SPADEResolution=256x2562020.04 | 31.5 | 26.9 | — | — | — | |
| SPADE2021.06 | 31.5 | 26.9 | 0.187 | — | — | |
| SPADE2022.04 | 31.5 | 26.9 | 0.187 | — | — | |
| StarGAN2Supervision=supervised2022.08 | 32.16 | — | — | 1.22 | 0.44 | |
| SelectionGAN2021.06 | 34.67 | 27.34 | 0.191 | — | — | |
| SelectionGAN2022.04 | 34.67 | 27.34 | 0.191 | — | — | |
| SmoothingSupervision=supervised2022.08 | 35.93 | — | — | 1.25 | 0.43 | |
| Kim et al.Supervision=unsupervised2022.08 | 41.33 | — | — | 0.6 | 0.24 | |
| Pix2pixHD2021.06 | 42.7 | 33.3 | — | — | — | |
| Pix2pixHD2022.04 | 42.7 | 33.3 | — | — | — | |
| StarGAN v22021.06 | 48.63 | 41.96 | 0.214 | — | — | |
| Pix2pixSC2021.06 | 49.39 | 33.2 | 0.193 | — | — | |
| MUNITResolution=256x2562020.04 | 56.8 | 40.8 | — | — | — | |
| TUNITSupervision=unsupervised2022.08 | 61.29 | — | — | 0.24 | 0.13 | |
| Pix2pixHDResolution=256x2562020.04 | 62.7 | 43.3 | — | — | — |