Multi-step port-of-call prediction on Port-of-call prediction dataset (val)
75.3Top-1 AccuracyCCRE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CCREdecoding=connectivity-constrained2026.05 | 75.3 | 63.7 | 57.1 | 65.4 | |
| CatBoostdecoding=unconstrained, self-feeding2026.05 | 69.6 | 59 | 52.7 | 60.4 | |
| RFdecoding=unconstrained, self-feeding2026.05 | 67.4 | 49.8 | 43.3 | 53.5 | |
| XGBoostdecoding=unconstrained, self-feeding2026.05 | 65.4 | 53 | 48.1 | 55.5 | |
| GRUdecoding=unconstrained, self-feeding2026.05 | 58.3 | 50.1 | 46.7 | 51.7 | |
| LSTMdecoding=unconstrained, self-feeding2026.05 | 57.8 | 50.2 | 46.9 | 51.6 |