Text-to-image synthesis on MS-COCO 2014 (test)
24.76ISAttnGAN + Object Pathways
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AttnGAN + Object PathwaysResolution=256 x 256, input=image caption, up to three bounding boxes and respective object labels2019.01 | 24.76 | 33.35 | |
| AttnGANResolution=256 x 2562019.01 | 23.61 | 33.1 | |
| StackGAN + Object PathwaysResolution=256 x 256, input=image caption, up to three bounding boxes and respective object labels2019.01 | 12.12 | 55.3 | |
| Semantic LayoutResolution=128 x 128, ground truth bounding boxes=true2019.01 | 11.94 | — | |
| HDGanResolution=256 x 2562019.01 | 11.86 | 71.27 | |
| Semantic LayoutResolution=128 x 1282019.01 | 11.46 | — | |
| ChatPainterResolution=256 x 256, Backbone=StackGAN2019.01 | 9.74 | — | |
| PPGNResolution=227 x 2272019.01 | 9.58 | — | |
| StackGANResolution=256 x 2562019.01 | 8.45 | 74.05 | |
| StackGAN-V2Resolution=256 x 2562019.01 | 8.3 | 81.59 | |
| GAN-INT-CLSResolution=64 x 642019.01 | 7.88 | 60.62 |