Graph Domain-Incremental Learning on Domain-IL Group 1 benchmark leaderboard · SOTA2 Research

Graph Domain-Incremental Learning on Domain-IL Group 1

69.2AAGraphKeeper

Evaluation Results

Method	Links
GraphKeeper2025.10		69.2	-0.4
Joint2025.10		66.6	—
TPP2025.10		52.6	0
PDGNNs2025.10		52.4	-15.8
DeLoMe2025.10		49.3	-7.7
SSM2025.10		24.1	-36.4
MAS2025.10		24	-70.5
Fine-Tune2025.10		23.9	-72.7
LWF2025.10		23.7	-72.5
TWP2025.10		23.5	-71
EWC2025.10		23.3	-72
GEM2025.10		23.3	-71.7
ER-GNN2025.10		23.3	-64.8