Graph Domain-Incremental Learning on Domain-IL Group 5 benchmark leaderboard · SOTA2 Research

Graph Domain-Incremental Learning on Domain-IL Group 5

75.5AAGraphKeeper

Evaluation Results

Method	Links
GraphKeeper2025.10		75.5	-0.1
Joint2025.10		74.5	—
PDGNNs2025.10		64.3	-8.2
DeLoMe2025.10		63.2	-3.3
TPP2025.10		56.7	0
SSM2025.10		25.7	-39.3
ER-GNN2025.10		24.8	-68.8
EWC2025.10		20.6	-77.9
GEM2025.10		20	-77.4
LWF2025.10		19.8	-77.9
Fine-Tune2025.10		19.7	-77.8
MAS2025.10		18.9	-74
TWP2025.10		18.8	-74.4