Semantic Image Synthesis on DeepFashion
54Params (M)DSCGAN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DSCGANEvaluation Device=Titan XP, Inference Scope=generator networks only2021.03 | 54 | — | — | — | — | 18.14 | 0.01 | |
| BicycleGANEvaluation Device=Titan XP, Inference Scope=generator networks only2021.03 | 54.8 | — | — | — | — | 18.4 | 0.006 | |
| CLADEEvaluation Device=Titan XP, Inference Scope=generator networks only2021.03 | 66.98 | — | — | — | — | 42.15 | 0.019 | |
| INADEEvaluation Device=Titan XP, Inference Scope=generator networks only2021.03 | 84.63 | — | — | — | — | 42.92 | 0.026 | |
| SPADEEvaluation Device=Titan XP, Inference Scope=generator networks only2021.03 | 92.21 | — | — | — | — | 137.99 | 0.032 | |
| GroupDNetEvaluation Device=Titan XP, Inference Scope=generator networks only2021.03 | 96.32 | — | — | — | — | 291.61 | 0.062 | |
| pix2pixHDEvaluation Device=Titan XP, Inference Scope=generator networks only2021.03 | 182.44 | — | — | — | — | 69.91 | 0.02 | |
| SEANEvaluation Device=Titan XP, Inference Scope=generator networks only2021.03 | 223.23 | — | — | — | — | 342.89 | 0.135 | |
| BicycleGAN2021.03 | — | 73.09 | 96.75 | 31.1 | 0.225 | — | — | |
| CLADE2021.03 | — | 75.63 | 97.33 | 12.76 | 0 | — | — | |
| DSCGAN2021.03 | — | 75.92 | 96.97 | 29.79 | 0.146 | — | — | |
| GroupDNet2021.03 | — | 76.19 | 97.48 | 9.72 | 0.222 | — | — | |
| INADE2021.03 | — | 76.27 | 97.44 | 9.96 | 0.225 | — | — | |
| pix2pixHD2021.03 | — | 73.99 | 97.02 | 15.27 | 0 | — | — | |
| SEAN2021.03 | — | 76.28 | 97.46 | 7.37 | 0 | — | — | |
| SPADE2021.03 | — | 76.76 | 97.65 | 11.22 | 0 | — | — |