ResearchBenchmarksClass-incremental classification on Global Average All tasksClass-incremental classification on Global Average All tasksFollow87.38AccuracyJoint66.403271.849177.29582.7409Sep 28, 2025Evaluation resultsMethodMethodLinksAccuracyJointMemory=N/AMemory=N/A2025.0987.38CMMMemory=Theta(1)Memory=Theta(1)2025.0972.54LwFMemory=Theta(1)Memory=Theta(1)2025.0970.79RandMixMemory=Theta(N)Memory=Theta(N)2025.0970.4AvgMemory=Theta(N)Memory=Theta(N)2025.0970.38TIESMemory=Theta(N)Memory=Theta(N)2025.0970.37MaxAbsMemory=Theta(N)Memory=Theta(N)2025.0969.59EWCMemory=Theta(1)Memory=Theta(1)2025.0968.77Zero-shotMemory=Theta(1)Memory=Theta(1)2025.0967.21