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Multi-step port-of-call prediction on Port-of-call prediction dataset (val)
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75.3
Top-1 Accuracy
CCRE
57.1
61.825
66.55
71.275
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
75.3
63.7
57.1
65.4
CatBoost
decoding=unconstrained...
2026.05
69.6
59
52.7
60.4
RF
decoding=unconstrained...
2026.05
67.4
49.8
43.3
53.5
XGBoost
decoding=unconstrained...
2026.05
65.4
53
48.1
55.5
GRU
decoding=unconstrained...
2026.05
58.3
50.1
46.7
51.7
LSTM
decoding=unconstrained...
2026.05
57.8
50.2
46.9
51.6
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