ResearchBenchmarksContinual Learning on Permuted-MNIST (5 tasks)Follow95.4Average Accuracy (AA)EWC89.78491.24292.794.158Apr 14, 2026Evaluation ResultsMethodMethodLinksAverage Accuracy (AA)Backward Transfer (BWT)Accuracy Forgetting (AF)EWCArchitecture=multi-hea...Architecture=multi-head SNN, Seeds=3, Lambda=10002026.0495.4-0.0212.1No RegArchitecture=multi-hea...Architecture=multi-head SNN, Seeds=32026.0492.9-0.0525.2SIArchitecture=multi-hea...Architecture=multi-head SNN, Seeds=3, Lambda=10002026.0491.7-0.0030.3ISI-CVArchitecture=multi-hea...Architecture=multi-head SNN, Seeds=3, Lambda=5002026.0490-0.0010.1