Object-level Image Generation on SketchyCOCO
87.6FIDEdgeGAN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EdgeGANModel=Ours2020.03 | 87.6 | 88.7 | 2.294 | 0.637 | 0.576 | |
| pix2pixModel=pix2pix-E-MIX, Input=Edges, Strategy=Mixed2020.03 | 128.8 | 49.9 | 2.103 | 0.058 | 0.889 | |
| SketchyGANModel=SketchyGAN-E&S, Input=Edges & Sketches2020.03 | 137.9 | 12.7 | 2.315 | 0.023 | 0.691 | |
| SketchyGANModel=SketchyGAN-E, Input=Edges2020.03 | 141.5 | 27.7 | 1.996 | 0.093 | 0.945 | |
| pix2pixModel=pix2pix-E-SEP, Input=Edges, Strategy=Separated2020.03 | 143.1 | 61.3 | 2.136 | 0.071 | 0.918 | |
| pix2pixModel=pix2pix-S-MIX, Input=Sketches, Strategy=Mixed2020.03 | 163.3 | 22.3 | 2.569 | 0.047 | 0.353 | |
| pix2pixModel=pix2pix-S-SEP, Input=Sketches, Strategy=Separated2020.03 | 196 | 45.8 | 2.527 | 0.033 | 0.31 | |
| ContextualGANModel=ContextualGAN2020.03 | 225.2 | 37.7 | 2.66 | 0.038 | 0.273 |