ResearchBenchmarksPort Sequence Prediction on Global Liner Shipping Dataset (test)Port Sequence Prediction on Global Liner Shipping Dataset (test)Follow41.39SeqAccCCRE26.736430.540734.34538.1493May 15, 2026Evaluation resultsMethodMethodLinksSeqAccCCREStrategy=-Strategy=-2026.0541.39CatBoostStrategy=CascadeStrategy=Cascade2026.0539.19GRUStrategy=Seq2SeqStrategy=Seq2Seq2026.0530.42LSTMStrategy=Seq2SeqStrategy=Seq2Seq2026.0529.36XGBoostStrategy=CascadeStrategy=Cascade2026.0529.25RFStrategy=CascadeStrategy=Cascade2026.0527.3