Graph OOD Detection on 10 Graph OOD Benchmarks Aggregate benchmark leaderboard · SOTA2 Research

Graph OOD Detection on 10 Graph OOD Benchmarks Aggregate

1.9Average RankPGOS

Evaluation Results

Method	Links
PGOS2026.02		1.9
CVTGAD2026.02		2.6
SIGNET2026.02		3.4
GOODAT2026.02		3.7
OCGIN2026.02		5.7
OCGTL2026.02		6.3
GLocalKD2026.02		7
GOOD-D2026.02		8
GCL-MD2026.02		8.5
IG-MD2026.02		9.9
GCL-iF2026.02		11.2
IG-iF2026.02		11.9
PK-iF2026.02		13.7
WL-SVM2026.02		13.7
WL-iF2026.02		14
PK-SVM2026.02		14.5