Multi-label node classification

Benchmarks

Dataset Name	SOTA Method	Metric
Abnomal (6:2:2)	GCN+LIP	Macro F153.98	12	23d ago
BlogCat (6:2:2)	GCN+LIP	Macro F159.02	12	23d ago
Delve-M (6:2:2)	GCN+LIP	Macro F158.87	12	23d ago
DBLP (6:2:2)	GCN+LIP	Macro F1 Score86.5	12	23d ago
Abnomal (2:2:6 split)	GCN+LIP	Macro F151.91	11	23d ago
BlogCat (2:2:6 split)	GCN+LIP	Macro F157.07	11	23d ago
Delve-M (2:2:6 split)	GCN+LIP	Macro F152.56	11	23d ago
DBLP 2:2:6	GCN+LIP	Macro F184.05	11	23d ago
EukLoc node split (6:2:2)	GCN+LIP	Macro AUC72.92	11	23d ago
HumLoc node split (6:2:2)	GCN+LIP	Macro AUC73.22	11	23d ago
PCG node split (6:2:2)	GCN+LIP	Macro AUC65.73	11	23d ago
OGB-p node split (6:2:2)	GCN+LIP	Macro AUC74.82	11	23d ago
BlogCat node split (6:2:2)	GCN+LIP	Macro AUC70.21	11	23d ago
DBLP node split (6:2:2)	GCN+LIP	Macro AUC94.38	11	23d ago
CITE	FOCAL	Micro-F142.24	9	3mo ago
Amazon	FOCAL	Micro F1 Score93.05	9	3mo ago
IMDB	FOCAL	Micro-F166.92	9	3mo ago
ogbn-proteins (val)		ROC AUC0.9258	8	4mo ago
EukLoc (inductive)	SAGE+LIP	AUC66.35	6	23d ago
DBLP (inductive)	SAGE+LIP	AUC79.32	6	23d ago
YouTube (test)	PBG	Micro F1 Score48	4	4mo ago
Wikipedia word cooccurrence network (50% labels)	node2vec	Macro F115.52	4	4mo ago
PPI Homo sapiens (50% labels)	node2vec	Macro F10.1791	4	4mo ago
BlogCatalog (50% labels)	node2vec	Macro-F10.2581	4	4mo ago

Showing 24 of 24 rows