Scene Graph to Image Generation on COCO-Stuff (test)
30.3Inception ScoreReal Images
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Real ImagesResolution=256x256, SG-to-Layout=Real Images, Layout-to-Image=Real Images2019.12 | 30.3 | — | — | |
| Real ImagesResolution=128x128, SG-to-Layout=Real Images, Layout-to-Image=Real Images2019.12 | 23 | — | — | |
| AttSPADEResolution=256x256, SG-to-Layout=GT Layout, Layout-to-Image=AttSPADE2019.12 | 19.5 | 64.65 | 0.55 | |
| Grid2ImResolution=256x256, SG-to-Layout=GT Layout, Layout-to-Image=Grid2Im2019.12 | 16.4 | 65.2 | 0.48 | |
| AttSPADEResolution=128x128, SG-to-Layout=GT Layout, Layout-to-Image=AttSPADE2019.12 | 15.6 | 54.7 | 0.44 | |
| AttSPADEResolution=256x256, SG-to-Layout=WSGC, Layout-to-Image=AttSPADE2019.12 | 13.9 | 119.1 | 0.7 | |
| Grid2ImResolution=128x128, SG-to-Layout=GT Layout, Layout-to-Image=Grid2Im2019.12 | 12.5 | 59.5 | — | |
| LostGANResolution=128x128, SG-to-Layout=GT Layout, Layout-to-Image=LostGAN2019.12 | 11.8 | 64.2 | 0.57 | |
| LostGANResolution=128x128, SG-to-Layout=WSGC, Layout-to-Image=LostGAN2019.12 | 11.1 | 65.9 | 0.57 | |
| AttSPADEResolution=128x128, SG-to-Layout=WSGC, Layout-to-Image=AttSPADE2019.12 | 10.8 | 73.8 | 0.57 | |
| Grid2ImResolution=128x128, SG-to-Layout=Sg2Im, Layout-to-Image=Grid2Im2019.12 | 10.4 | 75.4 | — | |
| Grid2Im No-AttResolution=256x256, SG-to-Layout=Sg2Im, Layout-to-Image=Grid2Im No-Att2019.12 | 6.6 | 127 | 0.65 |