Graph Domain-Incremental Learning on Domain-IL Group 2 benchmark leaderboard · SOTA2 Research

Graph Domain-Incremental Learning on Domain-IL Group 2

73.1AAGraphKeeper

Evaluation Results

Method	Links
GraphKeeper2025.10		73.1	-2.8
Joint2025.10		67.6	—
DeLoMe2025.10		58.2	-9.6
PDGNNs2025.10		53.5	-7.4
TPP2025.10		49.7	0
ER-GNN2025.10		22.7	-66.3
SSM2025.10		22.1	-35.7
GEM2025.10		20.1	-69.2
EWC2025.10		17.3	-74.8
Fine-Tune2025.10		17.1	-74.4
LWF2025.10		17	-73.8
MAS2025.10		16.8	-69.8
TWP2025.10		16	-71