ResearchBenchmarksContinual Learning on CIFAR10 compatible-shiftFollow81.95Old-task AccuracySPMA-OG71.092473.911276.7379.5488Mar 20, 2026Evaluation ResultsMethodMethodLinksOld-task AccuracyNew-task AccuracyHarmonic Mean AccuracySPMA-OGReplay=512Replay=5122026.0381.9579.0680.48Anchor CEReplay=256Replay=2562026.0379.7777.7378.74ER-512Replay=512Replay=5122026.0379.4877.5578.5Plain FTReplay=640Replay=6402026.0371.5177.4874.38