ResearchBenchmarksPort Sequence Prediction on Global Liner Shipping Dataset (val)Port Sequence Prediction on Global Liner Shipping Dataset (val)Follow46.01Sequence AccuracyCCRE28.995633.412837.8342.2472May 15, 2026Evaluation resultsMethodMethodLinksSequence AccuracyCCREStrategy=-Strategy=-2026.0546.01CatBoostStrategy=CascadeStrategy=Cascade2026.0545.37XGBoostStrategy=CascadeStrategy=Cascade2026.0536.41GRUStrategy=Seq2SeqStrategy=Seq2Seq2026.0533.02LSTMStrategy=Seq2SeqStrategy=Seq2Seq2026.0531.14RFStrategy=CascadeStrategy=Cascade2026.0529.65