Multi-step port-of-call prediction on Port-of-call prediction dataset (test)
72.3Top-1 AccuracyCCRE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CCREdecoding=connectivity-constrained2026.05 | 72.3 | 59.5 | 52.5 | 61.4 | |
| RFdecoding=unconstrained, self-feeding2026.05 | 66.6 | 46.7 | 41.5 | 51.6 | |
| CatBoostdecoding=unconstrained, self-feeding2026.05 | 65.4 | 53.3 | 45.9 | 54.9 | |
| XGBoostdecoding=unconstrained, self-feeding2026.05 | 58.8 | 47.7 | 41.7 | 49.4 | |
| GRUdecoding=unconstrained, self-feeding2026.05 | 54.1 | 45.9 | 41.8 | 47.3 | |
| LSTMdecoding=unconstrained, self-feeding2026.05 | 53.6 | 46.1 | 42.2 | 47.3 |