Image Generation from Scene Graphs

To truly understand the visual world our models should be able not only to recognize images but also generate them. To this end, there has been exciting recent progress on generating images from natural language descriptions... (read more)

PDF Abstract CVPR 2018 PDF CVPR 2018 Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Layout-to-Image Generation COCO-Stuff 64x64 SG2Im FID 67.96 # 5
Inception Score 7.3 # 5
Layout-to-Image Generation Visual Genome 64x64 SG2Im FID 74.61 # 4
Inception Score 6.3 # 4

Methods used in the Paper


METHOD TYPE
Convolution
Convolutions