Graph Reconstruction

Benchmarks

Dataset Name	SOTA Method	Metric
CiteSeer	PRIVX-GCN	AUC89.7	40	1mo ago
Cora	PRIVF-SAGE	AUC85.3	40	1mo ago
Amz-R	PRIVX-SAGE	AUC62.6	36	2mo ago
Chameleon	PRIVX-SAGE	AUC80	36	2mo ago
PubMed	PRIVX-SAGE	AUC76.6	36	2mo ago
CiteSeer	VGAE	Edge F1 Score74.8	31	3mo ago
ogbn-arxiv	PRIVX-SAGE	AUC65.3	29	1mo ago
BlogCatalog	AFR	Attack F164.5	25	3mo ago
Cora	AFR	Edge F181.1	22	3mo ago
Facebook	Q-GCN	mAP91.75	11	4mo ago
Bio-Worm	Q-GCN	mAP97.23	11	4mo ago
Power	Q-GCN	mAP100	11	4mo ago
Web-Edu	Q-GCN	mAP99.67	11	4mo ago
Synthetic Unbalanced Graph (n=(50, 70, 120), N=20, K=3) Mode C	LTVG-TV	RMSE0.697	10	4mo ago
Synthetic Unbalanced Graph Mode B (n=(50, 70, 120), N=20, K=3)	LTVG-TR	RMSE0.718	10	4mo ago
Synthetic Unbalanced Graph (n=(50, 70, 120), N=20, K=3) Mode A	LTVG-GL	RMSE0.685	10	4mo ago
IMDB-B 50% edge mask (test)	PIFM (GraphSAGE)	AP93.13	9	5mo ago
PROTEINS 50% edge mask (test)	PIFM (GraphSAGE)	AP35.5	9	5mo ago
ENZYMES 50% edge mask (test)	PIFM (GraphSAGE)	AP25.44	9	5mo ago
IMDB-B 10% edges masked (0.1 Drop)	PIFM	AP99.37	9	5mo ago
PROTEINS 10% edges masked (0.1 Drop)	PIFM	AP58.25	9	5mo ago
ENZYMES 10% edges masked (0.1 Drop)	PIFM	AP47.21	9	5mo ago
Synthetic Ring Graph (test)	GMT	Node Feature Error0	8	5mo ago
Grid Graph Synthetic (test)	MinCutPool	Node Feature Error (\|\|X - Xrec\|\|)0.0001	8	5mo ago
CiteSeer (test)	AFR	Edge F1 Score79.9	6	3mo ago

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