Vessel Trajectory Prediction on Maritime-MmD+ 1.0 (test)
0.4ADECmIVTP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CmIVTPΔt=122026.05 | 0.4 | 0.46 | |
| Trans.Δt=122026.05 | 0.53 | 0.59 | |
| CmIVTPΔt=242026.05 | 0.59 | 0.8 | |
| BiGRUΔt=122026.05 | 0.6 | 0.65 | |
| GRUΔt=122026.05 | 0.61 | 0.68 | |
| LSTMΔt=122026.05 | 0.61 | 0.72 | |
| BiLSTMΔt=122026.05 | 0.61 | 0.69 | |
| CmIVTPΔt=362026.05 | 0.65 | 0.9 | |
| Trans.Δt=242026.05 | 0.71 | 0.9 | |
| DJANetΔt=122026.05 | 0.71 | 0.84 | |
| GANΔt=122026.05 | 0.78 | 0.86 | |
| TCNNΔt=122026.05 | 0.8 | 1.21 | |
| GRUΔt=242026.05 | 0.82 | 1.02 | |
| LSTMΔt=242026.05 | 0.82 | 1.07 | |
| ACNetΔt=122026.05 | 0.82 | 0.99 | |
| DJANetΔt=242026.05 | 0.85 | 1.05 | |
| BiLSTMΔt=242026.05 | 0.86 | 1.11 | |
| Trans.Δt=362026.05 | 0.86 | 1.09 | |
| BiGRUΔt=242026.05 | 0.87 | 1.05 | |
| GNNΔt=122026.05 | 0.89 | 1.35 | |
| BiGRUΔt=362026.05 | 0.9 | 1.09 | |
| GRUΔt=362026.05 | 0.91 | 1.07 | |
| VAEΔt=122026.05 | 0.94 | 1.01 | |
| LSTMΔt=362026.05 | 0.95 | 1.17 | |
| BiLSTMΔt=362026.05 | 0.96 | 1.14 | |
| DJANetΔt=362026.05 | 0.97 | 1.21 | |
| STGTPΔt=122026.05 | 0.97 | 1.04 | |
| GANΔt=242026.05 | 1.04 | 1.22 | |
| GANΔt=362026.05 | 1.04 | 1.17 | |
| STGTPΔt=242026.05 | 1.09 | 1.31 | |
| VAEΔt=362026.05 | 1.2 | 1.29 | |
| VAEΔt=242026.05 | 1.23 | 1.35 | |
| STGTPΔt=362026.05 | 1.29 | 1.47 | |
| ACNetΔt=242026.05 | 1.31 | 1.78 | |
| GNNΔt=242026.05 | 1.34 | 2.14 | |
| GNNΔt=362026.05 | 1.43 | 2.25 | |
| TCNNΔt=242026.05 | 1.48 | 2.48 | |
| ACNetΔt=362026.05 | 1.6 | 2.02 | |
| TrAIS.Δt=122026.05 | 1.63 | 1.94 | |
| TCNNΔt=362026.05 | 1.66 | 2.75 | |
| TrAIS.Δt=242026.05 | 1.97 | 2.46 | |
| TrAIS.Δt=362026.05 | 2.19 | 2.59 |