Vessel Destination Estimation on Worldwide AIS Trajectory (test)
80.44Overall AccuracyWAY
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WAYGradient Dropout=True2025.12 | 80.44 | 71.96 | 80.19 | 83.38 | 86.81 | 52.01 | |
| WAY GDObjective (Destination)=True, Objective (Arrival time)=False, Gradient Dropout=True2025.12 | 80.44 | — | — | — | — | — | |
| WAY-Mul GDObjective (Destination)=True, Objective (Arrival time)=True, Gradient Dropout=True2025.12 | 80.05 | — | — | — | — | — | |
| WAYGradient Dropout=False2025.12 | 79.45 | 71.21 | 79.5 | 82.42 | 85.25 | 49.45 | |
| WAYObjective (Destination)=True, Objective (Arrival time)=False2025.12 | 79.45 | — | — | — | — | — | |
| WAY-MulObjective (Destination)=True, Objective (Arrival time)=True2025.12 | 79.3 | — | — | — | — | — | |
| TrAISformer-multiResolutionResolution=multiResolution2025.12 | 64.6 | 50.23 | 64.07 | 69.6 | 75.46 | 34.1 | |
| TrAISformerResolution=Standard2025.12 | 64.38 | 50.15 | 63.62 | 69.44 | 75.27 | 33.12 | |
| Transformer-decoder2025.12 | 60.26 | 44.35 | 59.45 | 65.83 | 72.46 | 32.79 | |
| LSTM2025.12 | 56.48 | 40.9 | 56.63 | 62.48 | 67.04 | 27.3 | |
| GRU-ATTN2025.12 | 56.45 | 41.54 | 56.32 | 62.25 | 66.6 | 28.21 | |
| GRU2025.12 | 56.35 | 41.3 | 55.74 | 62.18 | 67.25 | 29.02 | |
| LSTM-ATTN2025.12 | 55.76 | 41.6 | 55.77 | 61.56 | 65.13 | 27.4 |