This repo provides a collection of baselines for DGraphFin dataset. Please download the dataset from the DGraph web and place it under the folder './dataset/DGraphFin/raw'.

Environments

Implementing environment:

• numpy = 1.23.1

• pytorch = 1.10.1

• torch_geometric = 2.0.4

• torch_scatter = 2.0.9

• torch_sparse = 0.6.13

• GPU: Tesla A100 40G

Training

• GEARSage

python main.py

Results:

Performance on DGraphFin(10 runs):

Methods	Params	Valid AUC	Test AUC
GEARSage	50544	0.8388 ± 0.0002	0.8460 ± 0.0002