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Multi-step port-of-call prediction on Port-of-call prediction dataset (test)
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72.3
Top-1 Accuracy
CCRE
52.852
57.901
62.95
67.999
May 15, 2026
Top-1 Accuracy
Top-2 Accuracy
Top-3 Accuracy
Average Accuracy
Updated 2mo ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Top-2 Accuracy
Top-3 Accuracy
Average Accuracy
CCRE
decoding=connectivity-...
2026.05
72.3
59.5
52.5
61.4
RF
decoding=unconstrained...
2026.05
66.6
46.7
41.5
51.6
CatBoost
decoding=unconstrained...
2026.05
65.4
53.3
45.9
54.9
XGBoost
decoding=unconstrained...
2026.05
58.8
47.7
41.7
49.4
GRU
decoding=unconstrained...
2026.05
54.1
45.9
41.8
47.3
LSTM
decoding=unconstrained...
2026.05
53.6
46.1
42.2
47.3
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