ResearchBenchmarksOnline Class-Incremental Learning on Split-MNIST K=10, d=50Follow8.8Memory (KB)NCM-474.522,787.896,050.39,312.71May 12, 2026Evaluation ResultsMethodMethodLinksMemory (KB)Throughput (samples/s)NCM2026.058.831,815SLDA2026.05243.82,123VFDT2026.05591.1682SQDA2026.05596.11,161ARF-NR2026.055,912.3634MIST-G2026.0512,091.8401MIST-K2026.0512,091.837