Vessel Trajectory Prediction on Maritime-MmD+ medium vessel density (Φ = ϕ_m)
0.68ADECmIVTP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CmIVTPVessel Density=medium (ϕ_m)2026.05 | 0.68 | 0.81 | |
| LSTMVessel Density=medium (ϕ_m)2026.05 | 0.7 | 1.01 | |
| Trans.Vessel Density=medium (ϕ_m)2026.05 | 0.7 | 1.01 | |
| GRUVessel Density=medium (ϕ_m)2026.05 | 0.72 | 0.9 | |
| DJANetVessel Density=medium (ϕ_m)2026.05 | 0.72 | 0.9 | |
| BiGRUVessel Density=medium (ϕ_m)2026.05 | 0.75 | 0.93 | |
| BiLSTMVessel Density=medium (ϕ_m)2026.05 | 0.8 | 1.15 | |
| GANVessel Density=medium (ϕ_m)2026.05 | 0.87 | 1.05 | |
| VAEVessel Density=medium (ϕ_m)2026.05 | 0.98 | 1.13 | |
| ACNetVessel Density=medium (ϕ_m)2026.05 | 1.27 | 1.68 | |
| STGTPVessel Density=medium (ϕ_m)2026.05 | 1.55 | 1.87 | |
| TrAIS.Vessel Density=medium (ϕ_m)2026.05 | 1.7 | 2.06 | |
| GNNVessel Density=medium (ϕ_m)2026.05 | 1.76 | 2.92 | |
| TCNNVessel Density=medium (ϕ_m)2026.05 | 1.82 | 3.3 |