ResearchBenchmarksDomain-Incremental Human Activity Recognition on PAMAP2Domain-Incremental Human Activity Recognition on PAMAP2Follow69.63False Acceptance Rate (FA)EWC69.049272.969676.8980.8104Sep 27, 2025Evaluation resultsMethodMethodLinksFalse Acceptance Rate (FA)False Miss Rate (FM)Label Accuracy (LA)EWCBackbone=CNNBackbone=CNN2025.0969.6328.8798.5LwFBackbone=CNNBackbone=CNN2025.0977.0211.4187.18CLAD-NetBackbone=CNNBackbone=CNN2025.0980.7811.0591.22ERBackbone=CNNBackbone=CNN2025.0983.4714.4597.92ER-ACEBackbone=CNNBackbone=CNN2025.0983.8514.298.05DER++Backbone=CNNBackbone=CNN2025.0984.1513.9598.15