Framework Arrangement

Covered Models

Refer to benchmark.trainer.ModelLoader.

Category	Model
Fixed Filter	GCN, SGC, gfNN, GZoom, S²GC, GLP, APPNP, GCNII, GDC, DGC, AGP, GRAND+
Variable Filter	GIN, AKGNN, DAGNN, GPRGNN, ARMAGNN, ChebNet, ChebNetII, HornerGCN/ClenshawGCN, BernNet, LegendreNet, JacobiConv, FavardGNN/OptBasisGNN
Filter Bank	AdaGNN, FBGNN, ACMGNN, FAGCN, G²CN, GNN-LF/HF, FiGURe

Covered Datasets

Refer to benchmark.trainer.SingleGraphLoader.

Source	Graph
PyG	cora, citeseer, pubmed, flickr, actor
OGB	ogbn-arxiv, ogbn-mag, ogbn-products
LINKX	penn94, arxiv-year, genius, twitch-gamer, snap-patients, pokec, wiki
Yandex	chameleon, squirrel, roman-empire, minesweeper, amazon-ratings, questions, tolokers