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SIGN: Scalable Inception Graph Neural Networks

This repository contains the code to run the SIGN model on the Flickr dataset

Results

Flickr

# use TensorFlow background
TL_BACKEND=tensorflow python sign_trainer.py
# use Paddle background
TL_BACKEND=paddle python sign_trainer.py
# use Pytorch background
TL_BACKEND=torch python sign_trainer.py
Dataset Flickr
Author's Code 51.4
GammaGL(tf) 51.9
GammaGL(th) 51.9
GammaGL(pd) 51.9
GammaGL(ms) --.-