ResearchBenchmarksIncremental Sequential Recommendation on AmazonFollow32Latency (min)Finetune20.8496.17171.5246.83Feb 9, 2026Evaluation ResultsMethodMethodLinksLatency (min)Memory Usage (MB)Finetune2026.02321,463EWC2026.02571,652SA-CAISR2026.02751,874ADER2026.0221652,736LinRec2026.022431,911Retrain2026.023111,836