ResearchBenchmarksBattery capacity prediction on 20 real-world electric vehicles battery dataset 8-week horizonBattery capacity prediction on 20 real-world electric vehicles battery dataset 8-week horizonFollow1.14RMSECDUA1.13241.18371.2351.2863Oct 20, 2025Evaluation resultsMethodMethodLinksRMSEMAECDUAstrategy=rolling-forec...strategy=rolling-forecast, horizon=8-week2025.101.140.94Seq2Seqstrategy=rolling-forec...strategy=rolling-forecast, horizon=8-week2025.101.241.03LSTMstrategy=rolling-forec...strategy=rolling-forecast, horizon=8-week2025.101.331.09