ResearchBenchmarksContinual Learning on Split-MNIST 5 tasksFollow99.3Average Accuracy (AA)SI96.59697.2989898.702Apr 14, 2026Evaluation ResultsMethodMethodLinksAverage Accuracy (AA)Backward Transfer (BWT)Accuracy Forgetting (AF)SIλ=1000, Architecture=m...λ=1000, Architecture=multi-head SNN, Seeds=32026.0499.30.0010ISI-CVλ=500, Architecture=mu...λ=500, Architecture=multi-head SNN, Seeds=32026.0498.300No RegArchitecture=multi-hea...Architecture=multi-head SNN, Seeds=32026.0498.20.0180.018EWCλ=1000, Architecture=m...λ=1000, Architecture=multi-head SNN, Seeds=32026.0496.70.0370.037