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Graph Domain-Incremental Learning on Domain-IL Group 3

80.6Average Accuracy (AA)GraphKeeper
1330.5548.165.65Oct 30, 2025

Evaluation results

MethodLinks
GraphKeeper2025.1080.60
Joint2025.1078—
DeLoMe2025.1070.2-1
PDGNNs2025.1065.5-11.4
TPP2025.1057.10
ER-GNN2025.1028.7-66.3
GEM2025.1021.7-80.6
Fine-Tune2025.1020.9-81.3
EWC2025.1020.8-80.9
LWF2025.1020.2-80.7
TWP2025.1020-79
MAS2025.1018.9-77.4
SSM2025.1015.6-31