Graph Domain-Incremental Learning on Domain-IL Group 3 benchmark leaderboard · SOTA2 Research

Graph Domain-Incremental Learning on Domain-IL Group 3

80.6Average Accuracy (AA)GraphKeeper

Evaluation Results

Method	Links
GraphKeeper2025.10		80.6	0
Joint2025.10		78	—
DeLoMe2025.10		70.2	-1
PDGNNs2025.10		65.5	-11.4
TPP2025.10		57.1	0
ER-GNN2025.10		28.7	-66.3
GEM2025.10		21.7	-80.6
Fine-Tune2025.10		20.9	-81.3
EWC2025.10		20.8	-80.9
LWF2025.10		20.2	-80.7
TWP2025.10		20	-79
MAS2025.10		18.9	-77.4
SSM2025.10		15.6	-31