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

🦡 Badges

Include the markdown at the top of your GitHub README.md file to showcase the performance of the model.

Badges are live and will be dynamically updated with the latest ranking of this paper.

Badge	Markdown
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/image-generation-from-scene-graphs/layout-to-image-generation-on-visual-genome-2)](https://paperswithcode.com/sota/layout-to-image-generation-on-visual-genome-2?p=image-generation-from-scene-graphs)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/image-generation-from-scene-graphs/layout-to-image-generation-on-coco-stuff-2)](https://paperswithcode.com/sota/layout-to-image-generation-on-coco-stuff-2?p=image-generation-from-scene-graphs)`

Image Generation from Scene Graphs

CVPR 2018 • Justin Johnson • Agrim Gupta • Li Fei-Fei

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

Code

Add Remove Mark official

google/sg2im

1,141

roeiherz/CanonicalSg2Im

cjpurackal/sg2im-tf

Tasks

Add Remove

IMAGE GENERATION

LAYOUT-TO-IMAGE GENERATION

Datasets

COCO

Visual Genome

COCO-Stuff

Results from the Paper

Edit

Ranked #4 on Layout-to-Image Generation on Visual Genome 64x64

Get a GitHub badge

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

Methods used in the Paper

Add Remove

METHOD	TYPE
Convolution	Convolutions

Image Generation from Scene Graphs

Code Edit Add Remove Mark official

Tasks Edit Add Remove

Datasets Edit

Results from the Paper Edit

Methods used in the Paper Edit Add Remove

Code

Add Remove Mark official

Tasks

Add Remove

Datasets

Results from the Paper

Edit

Methods used in the Paper

Add Remove