A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs

Benchmark Model Rank Results
node-classification-on-placentaGraphSAGE#1Accuracy (%): 64.88±0.43
node-classification-on-placentaSIGN#2Accuracy (%): 64.77±0.43
node-classification-on-placentaClusterGCN#3Accuracy (%): 64.24±1.21
node-classification-on-placentaGraphSAINT#4Accuracy (%): 63.94±0.23
node-classification-on-placentaShaDow#5Accuracy (%): 63.04±0.77